id	sid	tid	token	lemma	pos
american_scientific_journal-6483	1	1	189	189	NUM
american_scientific_journal-6483	1	2	american	american	ADJ
american_scientific_journal-6483	1	3	scientific	scientific	ADJ
american_scientific_journal-6483	1	4	research	research	NOUN
american_scientific_journal-6483	1	5	journal	journal	NOUN
american_scientific_journal-6483	1	6	for	for	ADP
american_scientific_journal-6483	1	7	engineering	engineering	NOUN
american_scientific_journal-6483	1	8	,	,	PUNCT
american_scientific_journal-6483	1	9	technology	technology	NOUN
american_scientific_journal-6483	1	10	,	,	PUNCT
american_scientific_journal-6483	1	11	and	and	CCONJ
american_scientific_journal-6483	1	12	sciences	science	NOUN
american_scientific_journal-6483	1	13	(	(	PUNCT
american_scientific_journal-6483	1	14	asrjets	asrjet	NOUN
american_scientific_journal-6483	1	15	)	)	PUNCT
american_scientific_journal-6483	1	16	issn	issn	PROPN
american_scientific_journal-6483	1	17	(	(	PUNCT
american_scientific_journal-6483	1	18	print	print	NOUN
american_scientific_journal-6483	1	19	)	)	PUNCT
american_scientific_journal-6483	1	20	2313	2313	NUM
american_scientific_journal-6483	1	21	-	-	SYM
american_scientific_journal-6483	1	22	4410	4410	NUM
american_scientific_journal-6483	1	23	,	,	PUNCT
american_scientific_journal-6483	1	24	issn	issn	PROPN
american_scientific_journal-6483	1	25	(	(	PUNCT
american_scientific_journal-6483	1	26	online	online	ADJ
american_scientific_journal-6483	1	27	)	)	PUNCT
american_scientific_journal-6483	1	28	2313	2313	NUM
american_scientific_journal-6483	1	29	-	-	SYM
american_scientific_journal-6483	1	30	4402	4402	NUM
american_scientific_journal-6483	1	31	©	©	PROPN
american_scientific_journal-6483	1	32	global	global	ADJ
american_scientific_journal-6483	1	33	society	society	NOUN
american_scientific_journal-6483	1	34	of	of	ADP
american_scientific_journal-6483	1	35	scientific	scientific	ADJ
american_scientific_journal-6483	1	36	research	research	NOUN
american_scientific_journal-6483	1	37	and	and	CCONJ
american_scientific_journal-6483	1	38	researchers	researcher	NOUN
american_scientific_journal-6483	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-6483	1	40	hatching	hatch	VERB
american_scientific_journal-6483	1	41	egg	egg	NOUN
american_scientific_journal-6483	1	42	image	image	NOUN
american_scientific_journal-6483	1	43	segmentation	segmentation	NOUN
american_scientific_journal-6483	1	44	based	base	VERB
american_scientific_journal-6483	1	45	on	on	ADP
american_scientific_journal-6483	1	46	dense	dense	ADJ
american_scientific_journal-6483	1	47	blocks	block	NOUN
american_scientific_journal-6483	1	48	and	and	CCONJ
american_scientific_journal-6483	1	49	the	the	DET
american_scientific_journal-6483	1	50	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	1	51	sampling	sampling	NOUN
american_scientific_journal-6483	1	52	of	of	ADP
american_scientific_journal-6483	1	53	pixels	pixel	NOUN
american_scientific_journal-6483	1	54	jing	je	VERB
american_scientific_journal-6483	1	55	zhang	zhang	PROPN
american_scientific_journal-6483	2	1	a	a	X
american_scientific_journal-6483	2	2	*	*	X
american_scientific_journal-6483	2	3	,	,	PUNCT
american_scientific_journal-6483	2	4	caijuan	caijuan	PROPN
american_scientific_journal-6483	2	5	gao	gao	PROPN
american_scientific_journal-6483	2	6	b	b	PROPN
american_scientific_journal-6483	2	7	a	a	PROPN
american_scientific_journal-6483	2	8	,	,	PUNCT
american_scientific_journal-6483	2	9	b	b	PROPN
american_scientific_journal-6483	2	10	school	school	NOUN
american_scientific_journal-6483	2	11	of	of	ADP
american_scientific_journal-6483	2	12	electronics	electronic	NOUN
american_scientific_journal-6483	2	13	and	and	CCONJ
american_scientific_journal-6483	2	14	information	information	NOUN
american_scientific_journal-6483	2	15	engineering	engineering	NOUN
american_scientific_journal-6483	2	16	,	,	PUNCT
american_scientific_journal-6483	2	17	tiangong	tiangong	PROPN
american_scientific_journal-6483	2	18	university	university	PROPN
american_scientific_journal-6483	2	19	,	,	PUNCT
american_scientific_journal-6483	2	20	tianjin	tianjin	PROPN
american_scientific_journal-6483	2	21	300387	300387	NUM
american_scientific_journal-6483	2	22	,	,	PUNCT
american_scientific_journal-6483	2	23	china	china	PROPN
american_scientific_journal-6483	2	24	a	a	DET
american_scientific_journal-6483	2	25	email	email	NOUN
american_scientific_journal-6483	2	26	:	:	PUNCT
american_scientific_journal-6483	2	27	1262105581@qq.com	1262105581@qq.com	NUM
american_scientific_journal-6483	2	28	b	b	X
american_scientific_journal-6483	2	29	email	email	NOUN
american_scientific_journal-6483	2	30	:	:	PUNCT
american_scientific_journal-6483	2	31	1935303288@qq.com	1935303288@qq.com	NUM
american_scientific_journal-6483	2	32	abstract	abstract	ADJ
american_scientific_journal-6483	2	33	fertility	fertility	NOUN
american_scientific_journal-6483	2	34	detection	detection	NOUN
american_scientific_journal-6483	2	35	of	of	ADP
american_scientific_journal-6483	2	36	hatching	hatch	VERB
american_scientific_journal-6483	2	37	eggs	egg	NOUN
american_scientific_journal-6483	2	38	is	be	AUX
american_scientific_journal-6483	2	39	crucial	crucial	ADJ
american_scientific_journal-6483	2	40	in	in	ADP
american_scientific_journal-6483	2	41	the	the	DET
american_scientific_journal-6483	2	42	manufacturing	manufacturing	NOUN
american_scientific_journal-6483	2	43	of	of	ADP
american_scientific_journal-6483	2	44	vaccines	vaccine	NOUN
american_scientific_journal-6483	2	45	.	.	PUNCT
american_scientific_journal-6483	3	1	for	for	ADP
american_scientific_journal-6483	3	2	hatching	hatch	VERB
american_scientific_journal-6483	3	3	egg	egg	NOUN
american_scientific_journal-6483	3	4	images	image	NOUN
american_scientific_journal-6483	3	5	,	,	PUNCT
american_scientific_journal-6483	3	6	the	the	DET
american_scientific_journal-6483	3	7	segmentation	segmentation	NOUN
american_scientific_journal-6483	3	8	results	result	NOUN
american_scientific_journal-6483	3	9	of	of	ADP
american_scientific_journal-6483	3	10	blood	blood	NOUN
american_scientific_journal-6483	3	11	vessels	vessel	NOUN
american_scientific_journal-6483	3	12	,	,	PUNCT
american_scientific_journal-6483	3	13	cracks	crack	NOUN
american_scientific_journal-6483	3	14	and	and	CCONJ
american_scientific_journal-6483	3	15	air	air	NOUN
american_scientific_journal-6483	3	16	chambers	chamber	NOUN
american_scientific_journal-6483	3	17	are	be	AUX
american_scientific_journal-6483	3	18	important	important	ADJ
american_scientific_journal-6483	3	19	for	for	ADP
american_scientific_journal-6483	3	20	detecting	detect	VERB
american_scientific_journal-6483	3	21	the	the	DET
american_scientific_journal-6483	3	22	fertility	fertility	NOUN
american_scientific_journal-6483	3	23	of	of	ADP
american_scientific_journal-6483	3	24	hatching	hatch	VERB
american_scientific_journal-6483	3	25	eggs	egg	NOUN
american_scientific_journal-6483	3	26	.	.	PUNCT
american_scientific_journal-6483	4	1	in	in	ADP
american_scientific_journal-6483	4	2	this	this	DET
american_scientific_journal-6483	4	3	paper	paper	NOUN
american_scientific_journal-6483	4	4	,	,	PUNCT
american_scientific_journal-6483	4	5	we	we	PRON
american_scientific_journal-6483	4	6	propose	propose	VERB
american_scientific_journal-6483	4	7	an	an	DET
american_scientific_journal-6483	4	8	image	image	NOUN
american_scientific_journal-6483	4	9	segmentation	segmentation	NOUN
american_scientific_journal-6483	4	10	method	method	NOUN
american_scientific_journal-6483	4	11	based	base	VERB
american_scientific_journal-6483	4	12	on	on	ADP
american_scientific_journal-6483	4	13	dense	dense	ADJ
american_scientific_journal-6483	4	14	blocks	block	NOUN
american_scientific_journal-6483	4	15	and	and	CCONJ
american_scientific_journal-6483	4	16	the	the	DET
american_scientific_journal-6483	4	17	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	4	18	sampling	sampling	NOUN
american_scientific_journal-6483	4	19	of	of	ADP
american_scientific_journal-6483	4	20	pixels	pixel	NOUN
american_scientific_journal-6483	4	21	.	.	PUNCT
american_scientific_journal-6483	5	1	dense	dense	ADJ
american_scientific_journal-6483	5	2	blocks	block	NOUN
american_scientific_journal-6483	5	3	are	be	AUX
american_scientific_journal-6483	5	4	used	use	VERB
american_scientific_journal-6483	5	5	instead	instead	ADV
american_scientific_journal-6483	5	6	of	of	ADP
american_scientific_journal-6483	5	7	the	the	DET
american_scientific_journal-6483	5	8	traditional	traditional	ADJ
american_scientific_journal-6483	5	9	layer	layer	NOUN
american_scientific_journal-6483	5	10	-	-	PUNCT
american_scientific_journal-6483	5	11	by	by	ADP
american_scientific_journal-6483	5	12	-	-	PUNCT
american_scientific_journal-6483	5	13	layer	layer	NOUN
american_scientific_journal-6483	5	14	structure	structure	NOUN
american_scientific_journal-6483	5	15	to	to	PART
american_scientific_journal-6483	5	16	improve	improve	VERB
american_scientific_journal-6483	5	17	efficiency	efficiency	NOUN
american_scientific_journal-6483	5	18	and	and	CCONJ
american_scientific_journal-6483	5	19	model	model	NOUN
american_scientific_journal-6483	5	20	robustness	robustness	NOUN
american_scientific_journal-6483	5	21	.	.	PUNCT
american_scientific_journal-6483	6	1	the	the	DET
american_scientific_journal-6483	6	2	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	6	3	sampling	sampling	NOUN
american_scientific_journal-6483	6	4	of	of	ADP
american_scientific_journal-6483	6	5	pixels	pixel	NOUN
american_scientific_journal-6483	6	6	uses	use	VERB
american_scientific_journal-6483	6	7	small	small	ADJ
american_scientific_journal-6483	6	8	batch	batch	NOUN
american_scientific_journal-6483	6	9	sampling	sample	VERB
american_scientific_journal-6483	6	10	to	to	PART
american_scientific_journal-6483	6	11	add	add	VERB
american_scientific_journal-6483	6	12	diversity	diversity	NOUN
american_scientific_journal-6483	6	13	during	during	ADP
american_scientific_journal-6483	6	14	batch	batch	NOUN
american_scientific_journal-6483	6	15	updates	update	NOUN
american_scientific_journal-6483	6	16	,	,	PUNCT
american_scientific_journal-6483	6	17	which	which	PRON
american_scientific_journal-6483	6	18	can	can	AUX
american_scientific_journal-6483	6	19	accelerate	accelerate	VERB
american_scientific_journal-6483	6	20	learning	learn	VERB
american_scientific_journal-6483	6	21	.	.	PUNCT
american_scientific_journal-6483	7	1	the	the	DET
american_scientific_journal-6483	7	2	sampled	sample	VERB
american_scientific_journal-6483	7	3	features	feature	NOUN
american_scientific_journal-6483	7	4	are	be	AUX
american_scientific_journal-6483	7	5	sparsely	sparsely	ADV
american_scientific_journal-6483	7	6	arranged	arrange	VERB
american_scientific_journal-6483	7	7	and	and	CCONJ
american_scientific_journal-6483	7	8	classified	classify	VERB
american_scientific_journal-6483	7	9	using	use	VERB
american_scientific_journal-6483	7	10	an	an	DET
american_scientific_journal-6483	7	11	multi	multi	ADJ
american_scientific_journal-6483	7	12	-	-	NOUN
american_scientific_journal-6483	7	13	layer	layer	ADJ
american_scientific_journal-6483	7	14	perceptron(mlp	perceptron(mlp	NOUN
american_scientific_journal-6483	7	15	)	)	PUNCT
american_scientific_journal-6483	7	16	,	,	PUNCT
american_scientific_journal-6483	7	17	which	which	PRON
american_scientific_journal-6483	7	18	can	can	AUX
american_scientific_journal-6483	7	19	introduce	introduce	VERB
american_scientific_journal-6483	7	20	complex	complex	ADJ
american_scientific_journal-6483	7	21	nonlinear	nonlinear	ADJ
american_scientific_journal-6483	7	22	predictors	predictor	NOUN
american_scientific_journal-6483	7	23	and	and	CCONJ
american_scientific_journal-6483	7	24	improve	improve	VERB
american_scientific_journal-6483	7	25	accuracy	accuracy	NOUN
american_scientific_journal-6483	7	26	.	.	PUNCT
american_scientific_journal-6483	8	1	the	the	DET
american_scientific_journal-6483	8	2	experimental	experimental	ADJ
american_scientific_journal-6483	8	3	results	result	NOUN
american_scientific_journal-6483	8	4	show	show	VERB
american_scientific_journal-6483	8	5	that	that	SCONJ
american_scientific_journal-6483	8	6	the	the	DET
american_scientific_journal-6483	8	7	miou	miou	NOUN
american_scientific_journal-6483	8	8	reaches	reach	VERB
american_scientific_journal-6483	8	9	90.5	90.5	NUM
american_scientific_journal-6483	8	10	%	%	NOUN
american_scientific_journal-6483	8	11	.	.	PUNCT
american_scientific_journal-6483	9	1	the	the	DET
american_scientific_journal-6483	9	2	proposed	propose	VERB
american_scientific_journal-6483	9	3	method	method	NOUN
american_scientific_journal-6483	9	4	can	can	AUX
american_scientific_journal-6483	9	5	significantly	significantly	ADV
american_scientific_journal-6483	9	6	improve	improve	VERB
american_scientific_journal-6483	9	7	the	the	DET
american_scientific_journal-6483	9	8	segmentation	segmentation	NOUN
american_scientific_journal-6483	9	9	performance	performance	NOUN
american_scientific_journal-6483	9	10	.	.	PUNCT
american_scientific_journal-6483	10	1	keywords	keyword	NOUN
american_scientific_journal-6483	10	2	:	:	PUNCT
american_scientific_journal-6483	10	3	deep	deep	ADJ
american_scientific_journal-6483	10	4	learning	learning	NOUN
american_scientific_journal-6483	10	5	;	;	PUNCT
american_scientific_journal-6483	10	6	semantic	semantic	ADJ
american_scientific_journal-6483	10	7	segmentation	segmentation	NOUN
american_scientific_journal-6483	10	8	;	;	PUNCT
american_scientific_journal-6483	10	9	dense	dense	ADJ
american_scientific_journal-6483	10	10	block	block	NOUN
american_scientific_journal-6483	10	11	;	;	PUNCT
american_scientific_journal-6483	10	12	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	10	13	sampling	sampling	NOUN
american_scientific_journal-6483	10	14	strategy	strategy	NOUN
american_scientific_journal-6483	10	15	;	;	PUNCT
american_scientific_journal-6483	10	16	hatching	hatch	VERB
american_scientific_journal-6483	10	17	eggs	egg	NOUN
american_scientific_journal-6483	10	18	.	.	PUNCT
american_scientific_journal-6483	11	1	1	1	X
american_scientific_journal-6483	11	2	.	.	X
american_scientific_journal-6483	11	3	introduction	introduction	NOUN
american_scientific_journal-6483	11	4	avian	avian	ADJ
american_scientific_journal-6483	11	5	influenza	influenza	NOUN
american_scientific_journal-6483	11	6	is	be	AUX
american_scientific_journal-6483	11	7	an	an	DET
american_scientific_journal-6483	11	8	infectious	infectious	ADJ
american_scientific_journal-6483	11	9	disease	disease	NOUN
american_scientific_journal-6483	11	10	of	of	ADP
american_scientific_journal-6483	11	11	birds	bird	NOUN
american_scientific_journal-6483	11	12	that	that	PRON
american_scientific_journal-6483	11	13	is	be	AUX
american_scientific_journal-6483	11	14	caused	cause	VERB
american_scientific_journal-6483	11	15	by	by	ADP
american_scientific_journal-6483	11	16	the	the	DET
american_scientific_journal-6483	11	17	influenza	influenza	NOUN
american_scientific_journal-6483	11	18	a	a	DET
american_scientific_journal-6483	11	19	virus	virus	NOUN
american_scientific_journal-6483	11	20	.	.	PUNCT
american_scientific_journal-6483	12	1	in	in	ADP
american_scientific_journal-6483	12	2	general	general	ADJ
american_scientific_journal-6483	12	3	,	,	PUNCT
american_scientific_journal-6483	12	4	the	the	DET
american_scientific_journal-6483	12	5	avian	avian	ADJ
american_scientific_journal-6483	12	6	influenza	influenza	NOUN
american_scientific_journal-6483	12	7	virus	virus	NOUN
american_scientific_journal-6483	12	8	only	only	ADV
american_scientific_journal-6483	12	9	infects	infect	VERB
american_scientific_journal-6483	12	10	poultry	poultry	NOUN
american_scientific_journal-6483	12	11	and	and	CCONJ
american_scientific_journal-6483	12	12	other	other	ADJ
american_scientific_journal-6483	12	13	birds	bird	NOUN
american_scientific_journal-6483	12	14	.	.	PUNCT
american_scientific_journal-6483	13	1	however	however	ADV
american_scientific_journal-6483	13	2	,	,	PUNCT
american_scientific_journal-6483	13	3	in	in	ADP
american_scientific_journal-6483	13	4	recent	recent	ADJ
american_scientific_journal-6483	13	5	years	year	NOUN
american_scientific_journal-6483	13	6	,	,	PUNCT
american_scientific_journal-6483	13	7	a	a	DET
american_scientific_journal-6483	13	8	new	new	ADJ
american_scientific_journal-6483	13	9	type	type	NOUN
american_scientific_journal-6483	13	10	of	of	ADP
american_scientific_journal-6483	13	11	avian	avian	ADJ
american_scientific_journal-6483	13	12	influenza	influenza	NOUN
american_scientific_journal-6483	13	13	virus	virus	NOUN
american_scientific_journal-6483	13	14	has	have	AUX
american_scientific_journal-6483	13	15	emerged	emerge	VERB
american_scientific_journal-6483	13	16	,	,	PUNCT
american_scientific_journal-6483	13	17	which	which	PRON
american_scientific_journal-6483	13	18	has	have	AUX
american_scientific_journal-6483	13	19	not	not	PART
american_scientific_journal-6483	13	20	only	only	ADV
american_scientific_journal-6483	13	21	caused	cause	VERB
american_scientific_journal-6483	13	22	serious	serious	ADJ
american_scientific_journal-6483	13	23	damage	damage	NOUN
american_scientific_journal-6483	13	24	to	to	ADP
american_scientific_journal-6483	13	25	the	the	DET
american_scientific_journal-6483	13	26	poultry	poultry	NOUN
american_scientific_journal-6483	13	27	breeding	breeding	NOUN
american_scientific_journal-6483	13	28	industry	industry	NOUN
american_scientific_journal-6483	13	29	,	,	PUNCT
american_scientific_journal-6483	13	30	but	but	CCONJ
american_scientific_journal-6483	13	31	also	also	ADV
american_scientific_journal-6483	13	32	caused	cause	VERB
american_scientific_journal-6483	13	33	human	human	ADJ
american_scientific_journal-6483	13	34	casualties	casualty	NOUN
american_scientific_journal-6483	13	35	,	,	PUNCT
american_scientific_journal-6483	13	36	and	and	CCONJ
american_scientific_journal-6483	13	37	higher	high	ADJ
american_scientific_journal-6483	13	38	requirements	requirement	NOUN
american_scientific_journal-6483	13	39	for	for	ADP
american_scientific_journal-6483	13	40	the	the	DET
american_scientific_journal-6483	13	41	prevention	prevention	NOUN
american_scientific_journal-6483	13	42	and	and	CCONJ
american_scientific_journal-6483	13	43	control	control	NOUN
american_scientific_journal-6483	13	44	of	of	ADP
american_scientific_journal-6483	13	45	avian	avian	ADJ
american_scientific_journal-6483	13	46	influenza	influenza	NOUN
american_scientific_journal-6483	13	47	have	have	AUX
american_scientific_journal-6483	13	48	been	be	AUX
american_scientific_journal-6483	13	49	proposed	propose	VERB
american_scientific_journal-6483	13	50	.	.	PUNCT
american_scientific_journal-6483	14	1	the	the	DET
american_scientific_journal-6483	14	2	prevention	prevention	NOUN
american_scientific_journal-6483	14	3	of	of	ADP
american_scientific_journal-6483	14	4	avian	avian	ADJ
american_scientific_journal-6483	14	5	influenza	influenza	NOUN
american_scientific_journal-6483	14	6	is	be	AUX
american_scientific_journal-6483	14	7	mainly	mainly	ADV
american_scientific_journal-6483	14	8	through	through	ADP
american_scientific_journal-6483	14	9	vaccination	vaccination	NOUN
american_scientific_journal-6483	14	10	[	[	X
american_scientific_journal-6483	14	11	1	1	NUM
american_scientific_journal-6483	14	12	]	]	PUNCT
american_scientific_journal-6483	14	13	.	.	PUNCT
american_scientific_journal-6483	15	1	at	at	ADP
american_scientific_journal-6483	15	2	present	present	ADJ
american_scientific_journal-6483	15	3	,	,	PUNCT
american_scientific_journal-6483	15	4	the	the	DET
american_scientific_journal-6483	15	5	preparation	preparation	NOUN
american_scientific_journal-6483	15	6	of	of	ADP
american_scientific_journal-6483	15	7	the	the	DET
american_scientific_journal-6483	15	8	avian	avian	ADJ
american_scientific_journal-6483	15	9	influenza	influenza	NOUN
american_scientific_journal-6483	15	10	vaccine	vaccine	NOUN
american_scientific_journal-6483	15	11	is	be	AUX
american_scientific_journal-6483	15	12	mainly	mainly	ADV
american_scientific_journal-6483	15	13	carried	carry	VERB
american_scientific_journal-6483	15	14	out	out	ADP
american_scientific_journal-6483	15	15	via	via	ADP
american_scientific_journal-6483	15	16	viral	viral	ADJ
american_scientific_journal-6483	15	17	cultivation	cultivation	NOUN
american_scientific_journal-6483	15	18	in	in	ADP
american_scientific_journal-6483	15	19	egg	egg	NOUN
american_scientific_journal-6483	15	20	embryos	embryo	NOUN
american_scientific_journal-6483	15	21	.	.	PUNCT
american_scientific_journal-6483	16	1	in	in	ADP
american_scientific_journal-6483	16	2	the	the	DET
american_scientific_journal-6483	16	3	process	process	NOUN
american_scientific_journal-6483	16	4	of	of	ADP
american_scientific_journal-6483	16	5	hatching	hatch	VERB
american_scientific_journal-6483	16	6	egg	egg	NOUN
american_scientific_journal-6483	16	7	cultivation	cultivation	NOUN
american_scientific_journal-6483	16	8	,	,	PUNCT
american_scientific_journal-6483	16	9	unseparated	unseparated	PROPN
american_scientific_journal-6483	16	10	dead	dead	ADJ
american_scientific_journal-6483	16	11	embryos	embryo	NOUN
american_scientific_journal-6483	16	12	will	will	AUX
american_scientific_journal-6483	16	13	cause	cause	VERB
american_scientific_journal-6483	16	14	the	the	DET
american_scientific_journal-6483	16	15	cultivation	cultivation	NOUN
american_scientific_journal-6483	16	16	to	to	PART
american_scientific_journal-6483	16	17	fail	fail	VERB
american_scientific_journal-6483	16	18	.	.	PUNCT
american_scientific_journal-6483	17	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-6483	18	1	*	*	PUNCT
american_scientific_journal-6483	18	2	corresponding	correspond	VERB
american_scientific_journal-6483	18	3	author	author	NOUN
american_scientific_journal-6483	18	4	.	.	PUNCT
american_scientific_journal-6483	19	1	american	american	PROPN
american_scientific_journal-6483	19	2	scientific	scientific	ADJ
american_scientific_journal-6483	19	3	research	research	PROPN
american_scientific_journal-6483	19	4	journal	journal	NOUN
american_scientific_journal-6483	19	5	for	for	ADP
american_scientific_journal-6483	19	6	engineering	engineering	NOUN
american_scientific_journal-6483	19	7	,	,	PUNCT
american_scientific_journal-6483	19	8	technology	technology	NOUN
american_scientific_journal-6483	19	9	,	,	PUNCT
american_scientific_journal-6483	19	10	and	and	CCONJ
american_scientific_journal-6483	19	11	sciences	science	NOUN
american_scientific_journal-6483	19	12	(	(	PUNCT
american_scientific_journal-6483	19	13	asrjets	asrjet	NOUN
american_scientific_journal-6483	19	14	)	)	PUNCT
american_scientific_journal-6483	19	15	(	(	PUNCT
american_scientific_journal-6483	19	16	2020	2020	NUM
american_scientific_journal-6483	19	17	)	)	PUNCT
american_scientific_journal-6483	19	18	volume	volume	NOUN
american_scientific_journal-6483	19	19	74	74	NUM
american_scientific_journal-6483	19	20	,	,	PUNCT
american_scientific_journal-6483	19	21	no	no	DET
american_scientific_journal-6483	19	22	1	1	NUM
american_scientific_journal-6483	19	23	,	,	PUNCT
american_scientific_journal-6483	19	24	pp	pp	ADV
american_scientific_journal-6483	19	25	189	189	NUM
american_scientific_journal-6483	19	26	-	-	SYM
american_scientific_journal-6483	19	27	199	199	NUM
american_scientific_journal-6483	19	28	190	190	NUM
american_scientific_journal-6483	19	29	therefore	therefore	ADV
american_scientific_journal-6483	19	30	,	,	PUNCT
american_scientific_journal-6483	19	31	fertility	fertility	NOUN
american_scientific_journal-6483	19	32	detection	detection	NOUN
american_scientific_journal-6483	19	33	and	and	CCONJ
american_scientific_journal-6483	19	34	classification	classification	NOUN
american_scientific_journal-6483	19	35	of	of	ADP
american_scientific_journal-6483	19	36	hatching	hatch	VERB
american_scientific_journal-6483	19	37	eggs	egg	NOUN
american_scientific_journal-6483	19	38	is	be	AUX
american_scientific_journal-6483	19	39	key	key	ADJ
american_scientific_journal-6483	19	40	in	in	ADP
american_scientific_journal-6483	19	41	the	the	DET
american_scientific_journal-6483	19	42	manufacturing	manufacturing	NOUN
american_scientific_journal-6483	19	43	of	of	ADP
american_scientific_journal-6483	19	44	vaccines	vaccine	NOUN
american_scientific_journal-6483	19	45	.	.	PUNCT
american_scientific_journal-6483	20	1	the	the	DET
american_scientific_journal-6483	20	2	artificial	artificial	ADJ
american_scientific_journal-6483	20	3	eggs	egg	NOUN
american_scientific_journal-6483	20	4	irradiation	irradiation	NOUN
american_scientific_journal-6483	20	5	method	method	NOUN
american_scientific_journal-6483	20	6	,	,	PUNCT
american_scientific_journal-6483	20	7	which	which	PRON
american_scientific_journal-6483	20	8	is	be	AUX
american_scientific_journal-6483	20	9	inefficient	inefficient	ADJ
american_scientific_journal-6483	20	10	,	,	PUNCT
american_scientific_journal-6483	20	11	still	still	ADV
american_scientific_journal-6483	20	12	used	use	VERB
american_scientific_journal-6483	20	13	to	to	PART
american_scientific_journal-6483	20	14	detect	detect	VERB
american_scientific_journal-6483	20	15	the	the	DET
american_scientific_journal-6483	20	16	fertility	fertility	NOUN
american_scientific_journal-6483	20	17	detection	detection	NOUN
american_scientific_journal-6483	20	18	of	of	ADP
american_scientific_journal-6483	20	19	hatching	hatch	VERB
american_scientific_journal-6483	20	20	eggs	egg	NOUN
american_scientific_journal-6483	20	21	.	.	PUNCT
american_scientific_journal-6483	21	1	thus	thus	ADV
american_scientific_journal-6483	21	2	,	,	PUNCT
american_scientific_journal-6483	21	3	using	use	VERB
american_scientific_journal-6483	21	4	machine	machine	NOUN
american_scientific_journal-6483	21	5	vision	vision	NOUN
american_scientific_journal-6483	21	6	to	to	PART
american_scientific_journal-6483	21	7	judge	judge	VERB
american_scientific_journal-6483	21	8	this	this	DET
american_scientific_journal-6483	21	9	activity	activity	NOUN
american_scientific_journal-6483	21	10	through	through	ADP
american_scientific_journal-6483	21	11	images	image	NOUN
american_scientific_journal-6483	21	12	has	have	AUX
american_scientific_journal-6483	21	13	gradually	gradually	ADV
american_scientific_journal-6483	21	14	become	become	VERB
american_scientific_journal-6483	21	15	a	a	DET
american_scientific_journal-6483	21	16	hot	hot	ADJ
american_scientific_journal-6483	21	17	research	research	NOUN
american_scientific_journal-6483	21	18	topic	topic	NOUN
american_scientific_journal-6483	21	19	.	.	PUNCT
american_scientific_journal-6483	22	1	in	in	ADP
american_scientific_journal-6483	22	2	the	the	DET
american_scientific_journal-6483	22	3	process	process	NOUN
american_scientific_journal-6483	22	4	of	of	ADP
american_scientific_journal-6483	22	5	egg	egg	NOUN
american_scientific_journal-6483	22	6	cultivation	cultivation	NOUN
american_scientific_journal-6483	22	7	for	for	ADP
american_scientific_journal-6483	22	8	vaccine	vaccine	NOUN
american_scientific_journal-6483	22	9	development	development	NOUN
american_scientific_journal-6483	22	10	,	,	PUNCT
american_scientific_journal-6483	22	11	the	the	DET
american_scientific_journal-6483	22	12	key	key	ADJ
american_scientific_journal-6483	22	13	periods	period	NOUN
american_scientific_journal-6483	22	14	for	for	ADP
american_scientific_journal-6483	22	15	the	the	DET
american_scientific_journal-6483	22	16	detection	detection	NOUN
american_scientific_journal-6483	22	17	and	and	CCONJ
american_scientific_journal-6483	22	18	classification	classification	NOUN
american_scientific_journal-6483	22	19	of	of	ADP
american_scientific_journal-6483	22	20	egg	egg	NOUN
american_scientific_journal-6483	22	21	embryo	embryo	NOUN
american_scientific_journal-6483	22	22	activity	activity	NOUN
american_scientific_journal-6483	22	23	are	be	AUX
american_scientific_journal-6483	22	24	:	:	PUNCT
american_scientific_journal-6483	22	25	at	at	ADP
american_scientific_journal-6483	22	26	day	day	NOUN
american_scientific_journal-6483	22	27	5,9,14	5,9,14	NUM
american_scientific_journal-6483	22	28	,	,	PUNCT
american_scientific_journal-6483	22	29	and	and	CCONJ
american_scientific_journal-6483	22	30	16	16	NUM
american_scientific_journal-6483	22	31	.	.	PUNCT
american_scientific_journal-6483	23	1	the	the	DET
american_scientific_journal-6483	23	2	embryos	embryo	NOUN
american_scientific_journal-6483	23	3	at	at	ADP
american_scientific_journal-6483	23	4	each	each	DET
american_scientific_journal-6483	23	5	period	period	NOUN
american_scientific_journal-6483	23	6	have	have	VERB
american_scientific_journal-6483	23	7	their	their	PRON
american_scientific_journal-6483	23	8	own	own	ADJ
american_scientific_journal-6483	23	9	characteristics	characteristic	NOUN
american_scientific_journal-6483	23	10	.	.	PUNCT
american_scientific_journal-6483	24	1	before	before	ADP
american_scientific_journal-6483	24	2	the	the	DET
american_scientific_journal-6483	24	3	9th	9th	ADJ
american_scientific_journal-6483	24	4	day	day	NOUN
american_scientific_journal-6483	24	5	,	,	PUNCT
american_scientific_journal-6483	24	6	the	the	DET
american_scientific_journal-6483	24	7	vascular	vascular	ADJ
american_scientific_journal-6483	24	8	development	development	NOUN
american_scientific_journal-6483	24	9	of	of	ADP
american_scientific_journal-6483	24	10	the	the	DET
american_scientific_journal-6483	24	11	embryos	embryo	NOUN
american_scientific_journal-6483	24	12	is	be	AUX
american_scientific_journal-6483	24	13	not	not	PART
american_scientific_journal-6483	24	14	too	too	ADV
american_scientific_journal-6483	24	15	strong	strong	ADJ
american_scientific_journal-6483	24	16	,	,	PUNCT
american_scientific_journal-6483	24	17	and	and	CCONJ
american_scientific_journal-6483	24	18	the	the	DET
american_scientific_journal-6483	24	19	edges	edge	NOUN
american_scientific_journal-6483	24	20	of	of	ADP
american_scientific_journal-6483	24	21	blood	blood	NOUN
american_scientific_journal-6483	24	22	vessels	vessel	NOUN
american_scientific_journal-6483	24	23	and	and	CCONJ
american_scientific_journal-6483	24	24	other	other	ADJ
american_scientific_journal-6483	24	25	tissues	tissue	NOUN
american_scientific_journal-6483	24	26	(	(	PUNCT
american_scientific_journal-6483	24	27	liquid	liquid	NOUN
american_scientific_journal-6483	24	28	in	in	ADP
american_scientific_journal-6483	24	29	the	the	DET
american_scientific_journal-6483	24	30	egg	egg	NOUN
american_scientific_journal-6483	24	31	)	)	PUNCT
american_scientific_journal-6483	24	32	in	in	ADP
american_scientific_journal-6483	24	33	the	the	DET
american_scientific_journal-6483	24	34	image	image	NOUN
american_scientific_journal-6483	24	35	of	of	ADP
american_scientific_journal-6483	24	36	hatching	hatch	VERB
american_scientific_journal-6483	24	37	eggs	egg	NOUN
american_scientific_journal-6483	24	38	are	be	AUX
american_scientific_journal-6483	24	39	blurred	blur	VERB
american_scientific_journal-6483	24	40	,	,	PUNCT
american_scientific_journal-6483	24	41	which	which	PRON
american_scientific_journal-6483	24	42	makes	make	VERB
american_scientific_journal-6483	24	43	it	it	PRON
american_scientific_journal-6483	24	44	difficult	difficult	ADJ
american_scientific_journal-6483	24	45	to	to	PART
american_scientific_journal-6483	24	46	accurately	accurately	ADV
american_scientific_journal-6483	24	47	segment	segment	VERB
american_scientific_journal-6483	24	48	images	image	NOUN
american_scientific_journal-6483	24	49	of	of	ADP
american_scientific_journal-6483	24	50	hatching	hatch	VERB
american_scientific_journal-6483	24	51	eggs	egg	NOUN
american_scientific_journal-6483	24	52	.	.	PUNCT
american_scientific_journal-6483	25	1	therefore	therefore	ADV
american_scientific_journal-6483	25	2	,	,	PUNCT
american_scientific_journal-6483	25	3	it	it	PRON
american_scientific_journal-6483	25	4	is	be	AUX
american_scientific_journal-6483	25	5	very	very	ADV
american_scientific_journal-6483	25	6	important	important	ADJ
american_scientific_journal-6483	25	7	to	to	PART
american_scientific_journal-6483	25	8	improve	improve	VERB
american_scientific_journal-6483	25	9	the	the	DET
american_scientific_journal-6483	25	10	segmentation	segmentation	NOUN
american_scientific_journal-6483	25	11	results	result	NOUN
american_scientific_journal-6483	25	12	of	of	ADP
american_scientific_journal-6483	25	13	the	the	DET
american_scientific_journal-6483	25	14	hatching	hatch	VERB
american_scientific_journal-6483	25	15	egg	egg	NOUN
american_scientific_journal-6483	25	16	image	image	NOUN
american_scientific_journal-6483	25	17	before	before	ADP
american_scientific_journal-6483	25	18	day	day	NOUN
american_scientific_journal-6483	25	19	9	9	NUM
american_scientific_journal-6483	25	20	.	.	PUNCT
american_scientific_journal-6483	26	1	the	the	DET
american_scientific_journal-6483	26	2	activity	activity	NOUN
american_scientific_journal-6483	26	3	detection	detection	NOUN
american_scientific_journal-6483	26	4	of	of	ADP
american_scientific_journal-6483	26	5	egg	egg	NOUN
american_scientific_journal-6483	26	6	embryos	embryo	NOUN
american_scientific_journal-6483	26	7	is	be	AUX
american_scientific_journal-6483	26	8	mainly	mainly	ADV
american_scientific_journal-6483	26	9	studied	study	VERB
american_scientific_journal-6483	26	10	by	by	ADP
american_scientific_journal-6483	26	11	obtaining	obtain	VERB
american_scientific_journal-6483	26	12	the	the	DET
american_scientific_journal-6483	26	13	physiological	physiological	ADJ
american_scientific_journal-6483	26	14	information	information	NOUN
american_scientific_journal-6483	26	15	of	of	ADP
american_scientific_journal-6483	26	16	embryos	embryo	NOUN
american_scientific_journal-6483	26	17	,	,	PUNCT
american_scientific_journal-6483	26	18	which	which	PRON
american_scientific_journal-6483	26	19	is	be	AUX
american_scientific_journal-6483	26	20	roughly	roughly	ADV
american_scientific_journal-6483	26	21	divided	divide	VERB
american_scientific_journal-6483	26	22	into	into	ADP
american_scientific_journal-6483	26	23	bioelectricity	bioelectricity	NOUN
american_scientific_journal-6483	26	24	detection	detection	NOUN
american_scientific_journal-6483	26	25	methods	method	NOUN
american_scientific_journal-6483	26	26	,	,	PUNCT
american_scientific_journal-6483	26	27	acoustic	acoustic	ADJ
american_scientific_journal-6483	26	28	vibration	vibration	NOUN
american_scientific_journal-6483	26	29	analysis	analysis	NOUN
american_scientific_journal-6483	26	30	methods	method	NOUN
american_scientific_journal-6483	26	31	,	,	PUNCT
american_scientific_journal-6483	26	32	heart	heart	NOUN
american_scientific_journal-6483	26	33	rate	rate	NOUN
american_scientific_journal-6483	26	34	monitoring	monitoring	NOUN
american_scientific_journal-6483	26	35	methods	method	NOUN
american_scientific_journal-6483	26	36	,	,	PUNCT
american_scientific_journal-6483	26	37	ultrasonic	ultrasonic	ADJ
american_scientific_journal-6483	26	38	imaging	imaging	NOUN
american_scientific_journal-6483	26	39	methods	method	NOUN
american_scientific_journal-6483	26	40	,	,	PUNCT
american_scientific_journal-6483	26	41	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	26	42	imaging	imaging	NOUN
american_scientific_journal-6483	26	43	technology	technology	NOUN
american_scientific_journal-6483	26	44	detection	detection	NOUN
american_scientific_journal-6483	26	45	methods	method	NOUN
american_scientific_journal-6483	26	46	,	,	PUNCT
american_scientific_journal-6483	26	47	multi	multi	ADJ
american_scientific_journal-6483	26	48	-	-	ADJ
american_scientific_journal-6483	26	49	information	information	ADJ
american_scientific_journal-6483	26	50	fusion	fusion	NOUN
american_scientific_journal-6483	26	51	technology	technology	NOUN
american_scientific_journal-6483	26	52	detection	detection	NOUN
american_scientific_journal-6483	26	53	methods	method	NOUN
american_scientific_journal-6483	26	54	,	,	PUNCT
american_scientific_journal-6483	26	55	machine	machine	NOUN
american_scientific_journal-6483	26	56	vision	vision	NOUN
american_scientific_journal-6483	26	57	methods	method	NOUN
american_scientific_journal-6483	26	58	,	,	PUNCT
american_scientific_journal-6483	26	59	etc	etc	X
american_scientific_journal-6483	26	60	.	.	X
american_scientific_journal-6483	27	1	the	the	DET
american_scientific_journal-6483	27	2	bioelectrical	bioelectrical	ADJ
american_scientific_journal-6483	27	3	signal	signal	NOUN
american_scientific_journal-6483	27	4	of	of	ADP
american_scientific_journal-6483	27	5	an	an	DET
american_scientific_journal-6483	27	6	egg	egg	NOUN
american_scientific_journal-6483	27	7	embryo	embryo	NOUN
american_scientific_journal-6483	27	8	is	be	AUX
american_scientific_journal-6483	27	9	relatively	relatively	ADV
american_scientific_journal-6483	27	10	weak	weak	ADJ
american_scientific_journal-6483	27	11	,	,	PUNCT
american_scientific_journal-6483	27	12	and	and	CCONJ
american_scientific_journal-6483	27	13	it	it	PRON
american_scientific_journal-6483	27	14	is	be	AUX
american_scientific_journal-6483	27	15	highly	highly	ADV
american_scientific_journal-6483	27	16	susceptible	susceptible	ADJ
american_scientific_journal-6483	27	17	to	to	ADP
american_scientific_journal-6483	27	18	environmental	environmental	ADJ
american_scientific_journal-6483	27	19	noise	noise	NOUN
american_scientific_journal-6483	27	20	when	when	SCONJ
american_scientific_journal-6483	27	21	using	use	VERB
american_scientific_journal-6483	27	22	the	the	DET
american_scientific_journal-6483	27	23	bioelectrical	bioelectrical	ADJ
american_scientific_journal-6483	27	24	detection	detection	NOUN
american_scientific_journal-6483	27	25	method	method	NOUN
american_scientific_journal-6483	27	26	[	[	X
american_scientific_journal-6483	27	27	2,3	2,3	NUM
american_scientific_journal-6483	27	28	]	]	PUNCT
american_scientific_journal-6483	27	29	;	;	PUNCT
american_scientific_journal-6483	27	30	the	the	DET
american_scientific_journal-6483	27	31	acoustic	acoustic	ADJ
american_scientific_journal-6483	27	32	vibration	vibration	NOUN
american_scientific_journal-6483	27	33	method	method	NOUN
american_scientific_journal-6483	27	34	requires	require	VERB
american_scientific_journal-6483	27	35	strict	strict	ADJ
american_scientific_journal-6483	27	36	detection	detection	NOUN
american_scientific_journal-6483	27	37	conditions	condition	NOUN
american_scientific_journal-6483	27	38	under	under	ADP
american_scientific_journal-6483	27	39	constant	constant	ADJ
american_scientific_journal-6483	27	40	temperature	temperature	NOUN
american_scientific_journal-6483	27	41	conditions	condition	NOUN
american_scientific_journal-6483	27	42	.	.	PUNCT
american_scientific_journal-6483	28	1	at	at	ADP
american_scientific_journal-6483	28	2	the	the	DET
american_scientific_journal-6483	28	3	same	same	ADJ
american_scientific_journal-6483	28	4	time	time	NOUN
american_scientific_journal-6483	28	5	,	,	PUNCT
american_scientific_journal-6483	28	6	this	this	DET
american_scientific_journal-6483	28	7	method	method	NOUN
american_scientific_journal-6483	28	8	only	only	ADV
american_scientific_journal-6483	28	9	has	have	VERB
american_scientific_journal-6483	28	10	advantages	advantage	NOUN
american_scientific_journal-6483	28	11	in	in	ADP
american_scientific_journal-6483	28	12	crack	crack	NOUN
american_scientific_journal-6483	28	13	detection	detection	NOUN
american_scientific_journal-6483	28	14	[	[	X
american_scientific_journal-6483	28	15	4,5	4,5	NUM
american_scientific_journal-6483	28	16	]	]	PUNCT
american_scientific_journal-6483	28	17	;	;	PUNCT
american_scientific_journal-6483	28	18	the	the	DET
american_scientific_journal-6483	28	19	heart	heart	NOUN
american_scientific_journal-6483	28	20	rate	rate	NOUN
american_scientific_journal-6483	28	21	detection	detection	NOUN
american_scientific_journal-6483	28	22	method	method	NOUN
american_scientific_journal-6483	28	23	is	be	AUX
american_scientific_journal-6483	28	24	destructive	destructive	ADJ
american_scientific_journal-6483	28	25	to	to	ADP
american_scientific_journal-6483	28	26	the	the	DET
american_scientific_journal-6483	28	27	egg	egg	NOUN
american_scientific_journal-6483	28	28	embryos	embryos	NOUN
american_scientific_journal-6483	28	29	,	,	PUNCT
american_scientific_journal-6483	28	30	and	and	CCONJ
american_scientific_journal-6483	28	31	the	the	DET
american_scientific_journal-6483	28	32	egg	egg	NOUN
american_scientific_journal-6483	28	33	embryos	embryo	NOUN
american_scientific_journal-6483	28	34	that	that	PRON
american_scientific_journal-6483	28	35	are	be	AUX
american_scientific_journal-6483	28	36	destroyed	destroy	VERB
american_scientific_journal-6483	28	37	can	can	AUX
american_scientific_journal-6483	28	38	easily	easily	ADV
american_scientific_journal-6483	28	39	breed	breed	VERB
american_scientific_journal-6483	28	40	bacteria	bacteria	NOUN
american_scientific_journal-6483	29	1	[	[	X
american_scientific_journal-6483	29	2	6	6	NUM
american_scientific_journal-6483	29	3	-	-	SYM
american_scientific_journal-6483	29	4	8	8	NUM
american_scientific_journal-6483	29	5	]	]	PUNCT
american_scientific_journal-6483	29	6	;	;	PUNCT
american_scientific_journal-6483	29	7	ultrasonic	ultrasonic	ADJ
american_scientific_journal-6483	29	8	imaging	imaging	NOUN
american_scientific_journal-6483	29	9	can	can	AUX
american_scientific_journal-6483	29	10	also	also	ADV
american_scientific_journal-6483	29	11	cause	cause	VERB
american_scientific_journal-6483	29	12	damage	damage	NOUN
american_scientific_journal-6483	29	13	to	to	ADP
american_scientific_journal-6483	29	14	egg	egg	NOUN
american_scientific_journal-6483	29	15	embryos	embryo	NOUN
american_scientific_journal-6483	29	16	.	.	PUNCT
american_scientific_journal-6483	30	1	similarly	similarly	ADV
american_scientific_journal-6483	30	2	,	,	PUNCT
american_scientific_journal-6483	30	3	the	the	DET
american_scientific_journal-6483	30	4	method	method	NOUN
american_scientific_journal-6483	30	5	is	be	AUX
american_scientific_journal-6483	30	6	also	also	ADV
american_scientific_journal-6483	30	7	inefficient	inefficient	ADJ
american_scientific_journal-6483	30	8	[	[	X
american_scientific_journal-6483	30	9	9,10	9,10	NUM
american_scientific_journal-6483	30	10	]	]	PUNCT
american_scientific_journal-6483	30	11	;	;	PUNCT
american_scientific_journal-6483	30	12	the	the	DET
american_scientific_journal-6483	30	13	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	30	14	imaging	imaging	NOUN
american_scientific_journal-6483	30	15	technology	technology	NOUN
american_scientific_journal-6483	30	16	detection	detection	NOUN
american_scientific_journal-6483	30	17	method	method	NOUN
american_scientific_journal-6483	30	18	requires	require	VERB
american_scientific_journal-6483	30	19	expensive	expensive	ADJ
american_scientific_journal-6483	30	20	imaging	imaging	NOUN
american_scientific_journal-6483	30	21	equipment	equipment	NOUN
american_scientific_journal-6483	30	22	and	and	CCONJ
american_scientific_journal-6483	30	23	is	be	AUX
american_scientific_journal-6483	30	24	not	not	PART
american_scientific_journal-6483	30	25	suitable	suitable	ADJ
american_scientific_journal-6483	30	26	for	for	ADP
american_scientific_journal-6483	30	27	detecting	detect	VERB
american_scientific_journal-6483	30	28	egg	egg	NOUN
american_scientific_journal-6483	30	29	embryo	embryo	NOUN
american_scientific_journal-6483	30	30	activity	activity	NOUN
american_scientific_journal-6483	30	31	after	after	ADP
american_scientific_journal-6483	30	32	the	the	DET
american_scientific_journal-6483	30	33	injection	injection	NOUN
american_scientific_journal-6483	30	34	of	of	ADP
american_scientific_journal-6483	30	35	a	a	DET
american_scientific_journal-6483	30	36	virus	virus	NOUN
american_scientific_journal-6483	30	37	[	[	X
american_scientific_journal-6483	30	38	11	11	NUM
american_scientific_journal-6483	30	39	-	-	SYM
american_scientific_journal-6483	30	40	14	14	NUM
american_scientific_journal-6483	30	41	]	]	PUNCT
american_scientific_journal-6483	30	42	;	;	PUNCT
american_scientific_journal-6483	30	43	the	the	DET
american_scientific_journal-6483	30	44	multi	multi	ADJ
american_scientific_journal-6483	30	45	-	-	ADJ
american_scientific_journal-6483	30	46	information	information	ADJ
american_scientific_journal-6483	30	47	fusion	fusion	NOUN
american_scientific_journal-6483	30	48	technology	technology	NOUN
american_scientific_journal-6483	30	49	detection	detection	NOUN
american_scientific_journal-6483	30	50	method	method	NOUN
american_scientific_journal-6483	30	51	needs	need	VERB
american_scientific_journal-6483	30	52	to	to	PART
american_scientific_journal-6483	30	53	collect	collect	VERB
american_scientific_journal-6483	30	54	multiple	multiple	ADJ
american_scientific_journal-6483	30	55	kinds	kind	NOUN
american_scientific_journal-6483	30	56	of	of	ADP
american_scientific_journal-6483	30	57	information	information	NOUN
american_scientific_journal-6483	30	58	at	at	ADP
american_scientific_journal-6483	30	59	the	the	DET
american_scientific_journal-6483	30	60	same	same	ADJ
american_scientific_journal-6483	30	61	time	time	NOUN
american_scientific_journal-6483	30	62	,	,	PUNCT
american_scientific_journal-6483	30	63	resulting	result	VERB
american_scientific_journal-6483	30	64	in	in	ADP
american_scientific_journal-6483	30	65	low	low	ADJ
american_scientific_journal-6483	30	66	efficiency	efficiency	NOUN
american_scientific_journal-6483	30	67	,	,	PUNCT
american_scientific_journal-6483	30	68	and	and	CCONJ
american_scientific_journal-6483	30	69	the	the	DET
american_scientific_journal-6483	30	70	collection	collection	NOUN
american_scientific_journal-6483	30	71	of	of	ADP
american_scientific_journal-6483	30	72	one	one	NUM
american_scientific_journal-6483	30	73	or	or	CCONJ
american_scientific_journal-6483	30	74	more	more	ADJ
american_scientific_journal-6483	30	75	kinds	kind	NOUN
american_scientific_journal-6483	30	76	of	of	ADP
american_scientific_journal-6483	30	77	information	information	NOUN
american_scientific_journal-6483	30	78	may	may	AUX
american_scientific_journal-6483	30	79	cause	cause	VERB
american_scientific_journal-6483	30	80	damage	damage	NOUN
american_scientific_journal-6483	30	81	to	to	ADP
american_scientific_journal-6483	30	82	the	the	DET
american_scientific_journal-6483	30	83	egg	egg	NOUN
american_scientific_journal-6483	30	84	embryos	embryo	NOUN
american_scientific_journal-6483	30	85	[	[	X
american_scientific_journal-6483	30	86	15	15	NUM
american_scientific_journal-6483	30	87	]	]	PUNCT
american_scientific_journal-6483	30	88	;	;	PUNCT
american_scientific_journal-6483	30	89	the	the	DET
american_scientific_journal-6483	30	90	machine	machine	NOUN
american_scientific_journal-6483	30	91	vision	vision	NOUN
american_scientific_journal-6483	30	92	method	method	NOUN
american_scientific_journal-6483	30	93	does	do	AUX
american_scientific_journal-6483	30	94	not	not	PART
american_scientific_journal-6483	30	95	damage	damage	VERB
american_scientific_journal-6483	30	96	the	the	DET
american_scientific_journal-6483	30	97	egg	egg	NOUN
american_scientific_journal-6483	30	98	embryos	embryos	NOUN
american_scientific_journal-6483	30	99	,	,	PUNCT
american_scientific_journal-6483	30	100	but	but	CCONJ
american_scientific_journal-6483	30	101	feature	feature	NOUN
american_scientific_journal-6483	30	102	extraction	extraction	NOUN
american_scientific_journal-6483	30	103	for	for	ADP
american_scientific_journal-6483	30	104	images	image	NOUN
american_scientific_journal-6483	30	105	of	of	ADP
american_scientific_journal-6483	30	106	hatching	hatch	VERB
american_scientific_journal-6483	30	107	eggs	egg	NOUN
american_scientific_journal-6483	30	108	is	be	AUX
american_scientific_journal-6483	30	109	more	more	ADV
american_scientific_journal-6483	30	110	difficult	difficult	ADJ
american_scientific_journal-6483	31	1	[	[	PUNCT
american_scientific_journal-6483	31	2	16	16	NUM
american_scientific_journal-6483	31	3	-	-	SYM
american_scientific_journal-6483	31	4	19	19	NUM
american_scientific_journal-6483	31	5	]	]	PUNCT
american_scientific_journal-6483	31	6	.	.	PUNCT
american_scientific_journal-6483	32	1	deep	deep	ADJ
american_scientific_journal-6483	32	2	learning	learning	NOUN
american_scientific_journal-6483	32	3	avoids	avoid	VERB
american_scientific_journal-6483	32	4	the	the	DET
american_scientific_journal-6483	32	5	complicated	complicated	ADJ
american_scientific_journal-6483	32	6	image	image	NOUN
american_scientific_journal-6483	32	7	processing	processing	NOUN
american_scientific_journal-6483	32	8	process	process	NOUN
american_scientific_journal-6483	32	9	and	and	CCONJ
american_scientific_journal-6483	32	10	greatly	greatly	ADV
american_scientific_journal-6483	32	11	improves	improve	VERB
american_scientific_journal-6483	32	12	the	the	DET
american_scientific_journal-6483	32	13	feature	feature	NOUN
american_scientific_journal-6483	32	14	extraction	extraction	NOUN
american_scientific_journal-6483	32	15	ability	ability	NOUN
american_scientific_journal-6483	32	16	.	.	PUNCT
american_scientific_journal-6483	33	1	it	it	PRON
american_scientific_journal-6483	33	2	can	can	AUX
american_scientific_journal-6483	33	3	avoid	avoid	VERB
american_scientific_journal-6483	33	4	the	the	DET
american_scientific_journal-6483	33	5	influence	influence	NOUN
american_scientific_journal-6483	33	6	of	of	ADP
american_scientific_journal-6483	33	7	high	high	ADJ
american_scientific_journal-6483	33	8	-	-	PUNCT
american_scientific_journal-6483	33	9	brightness	brightness	NOUN
american_scientific_journal-6483	33	10	speckle	speckle	NOUN
american_scientific_journal-6483	33	11	noise	noise	NOUN
american_scientific_journal-6483	33	12	and	and	CCONJ
american_scientific_journal-6483	33	13	other	other	ADJ
american_scientific_journal-6483	33	14	noise	noise	NOUN
american_scientific_journal-6483	33	15	from	from	ADP
american_scientific_journal-6483	33	16	image	image	NOUN
american_scientific_journal-6483	33	17	acquisition	acquisition	NOUN
american_scientific_journal-6483	33	18	,	,	PUNCT
american_scientific_journal-6483	33	19	and	and	CCONJ
american_scientific_journal-6483	33	20	can	can	AUX
american_scientific_journal-6483	33	21	accurately	accurately	ADV
american_scientific_journal-6483	33	22	extract	extract	VERB
american_scientific_journal-6483	33	23	the	the	DET
american_scientific_journal-6483	33	24	characteristics	characteristic	NOUN
american_scientific_journal-6483	33	25	of	of	ADP
american_scientific_journal-6483	33	26	the	the	DET
american_scientific_journal-6483	33	27	egg	egg	NOUN
american_scientific_journal-6483	33	28	embryos	embryos	NOUN
american_scientific_journal-6483	33	29	.	.	PUNCT
american_scientific_journal-6483	34	1	hence	hence	ADV
american_scientific_journal-6483	34	2	,	,	PUNCT
american_scientific_journal-6483	34	3	this	this	DET
american_scientific_journal-6483	34	4	paper	paper	NOUN
american_scientific_journal-6483	34	5	proposes	propose	VERB
american_scientific_journal-6483	34	6	an	an	DET
american_scientific_journal-6483	34	7	image	image	NOUN
american_scientific_journal-6483	34	8	segmentation	segmentation	NOUN
american_scientific_journal-6483	34	9	method	method	NOUN
american_scientific_journal-6483	34	10	based	base	VERB
american_scientific_journal-6483	34	11	on	on	ADP
american_scientific_journal-6483	34	12	dense	dense	ADJ
american_scientific_journal-6483	34	13	blocks	block	NOUN
american_scientific_journal-6483	34	14	and	and	CCONJ
american_scientific_journal-6483	34	15	the	the	DET
american_scientific_journal-6483	34	16	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	34	17	sampling	sampling	NOUN
american_scientific_journal-6483	34	18	of	of	ADP
american_scientific_journal-6483	34	19	pixels	pixel	NOUN
american_scientific_journal-6483	34	20	.	.	PUNCT
american_scientific_journal-6483	35	1	the	the	DET
american_scientific_journal-6483	35	2	method	method	NOUN
american_scientific_journal-6483	35	3	refers	refer	VERB
american_scientific_journal-6483	35	4	to	to	ADP
american_scientific_journal-6483	35	5	the	the	DET
american_scientific_journal-6483	35	6	dense	dense	ADJ
american_scientific_journal-6483	35	7	blocks	block	NOUN
american_scientific_journal-6483	35	8	.	.	PUNCT
american_scientific_journal-6483	36	1	the	the	DET
american_scientific_journal-6483	36	2	dense	dense	ADJ
american_scientific_journal-6483	36	3	connection	connection	NOUN
american_scientific_journal-6483	36	4	structure	structure	NOUN
american_scientific_journal-6483	36	5	allows	allow	VERB
american_scientific_journal-6483	36	6	each	each	DET
american_scientific_journal-6483	36	7	layer	layer	NOUN
american_scientific_journal-6483	36	8	to	to	PART
american_scientific_journal-6483	36	9	obtain	obtain	VERB
american_scientific_journal-6483	36	10	gradients	gradient	NOUN
american_scientific_journal-6483	36	11	directly	directly	ADV
american_scientific_journal-6483	36	12	from	from	ADP
american_scientific_journal-6483	36	13	the	the	DET
american_scientific_journal-6483	36	14	loss	loss	NOUN
american_scientific_journal-6483	36	15	function	function	NOUN
american_scientific_journal-6483	36	16	and	and	CCONJ
american_scientific_journal-6483	36	17	the	the	DET
american_scientific_journal-6483	36	18	original	original	ADJ
american_scientific_journal-6483	36	19	input	input	NOUN
american_scientific_journal-6483	36	20	signal	signal	NOUN
american_scientific_journal-6483	36	21	.	.	PUNCT
american_scientific_journal-6483	37	1	combining	combine	VERB
american_scientific_journal-6483	37	2	the	the	DET
american_scientific_journal-6483	37	3	feature	feature	NOUN
american_scientific_journal-6483	37	4	maps	map	NOUN
american_scientific_journal-6483	37	5	learned	learn	VERB
american_scientific_journal-6483	37	6	by	by	ADP
american_scientific_journal-6483	37	7	different	different	ADJ
american_scientific_journal-6483	37	8	layers	layer	NOUN
american_scientific_journal-6483	37	9	will	will	AUX
american_scientific_journal-6483	37	10	increase	increase	VERB
american_scientific_journal-6483	37	11	the	the	DET
american_scientific_journal-6483	37	12	changes	change	NOUN
american_scientific_journal-6483	37	13	in	in	ADP
american_scientific_journal-6483	37	14	input	input	NOUN
american_scientific_journal-6483	37	15	in	in	ADP
american_scientific_journal-6483	37	16	subsequent	subsequent	ADJ
american_scientific_journal-6483	37	17	layers	layer	NOUN
american_scientific_journal-6483	37	18	and	and	CCONJ
american_scientific_journal-6483	37	19	improve	improve	VERB
american_scientific_journal-6483	37	20	efficiency	efficiency	NOUN
american_scientific_journal-6483	37	21	.	.	PUNCT
american_scientific_journal-6483	38	1	the	the	DET
american_scientific_journal-6483	38	2	shallow	shallow	ADJ
american_scientific_journal-6483	38	3	and	and	CCONJ
american_scientific_journal-6483	38	4	deep	deep	ADJ
american_scientific_journal-6483	38	5	features	feature	NOUN
american_scientific_journal-6483	38	6	can	can	AUX
american_scientific_journal-6483	38	7	be	be	AUX
american_scientific_journal-6483	38	8	freely	freely	ADV
american_scientific_journal-6483	38	9	combined	combine	VERB
american_scientific_journal-6483	38	10	,	,	PUNCT
american_scientific_journal-6483	38	11	which	which	PRON
american_scientific_journal-6483	38	12	makes	make	VERB
american_scientific_journal-6483	38	13	the	the	DET
american_scientific_journal-6483	38	14	model	model	NOUN
american_scientific_journal-6483	38	15	results	result	VERB
american_scientific_journal-6483	38	16	more	more	ADV
american_scientific_journal-6483	38	17	robust	robust	ADJ
american_scientific_journal-6483	38	18	.	.	PUNCT
american_scientific_journal-6483	39	1	the	the	DET
american_scientific_journal-6483	39	2	method	method	NOUN
american_scientific_journal-6483	39	3	refers	refer	VERB
american_scientific_journal-6483	39	4	to	to	ADP
american_scientific_journal-6483	39	5	the	the	DET
american_scientific_journal-6483	39	6	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	39	7	sampling	sampling	NOUN
american_scientific_journal-6483	39	8	of	of	ADP
american_scientific_journal-6483	39	9	pixels	pixel	NOUN
american_scientific_journal-6483	39	10	.	.	PUNCT
american_scientific_journal-6483	40	1	the	the	DET
american_scientific_journal-6483	40	2	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	40	3	sampling	sampling	NOUN
american_scientific_journal-6483	40	4	of	of	ADP
american_scientific_journal-6483	40	5	pixels	pixel	NOUN
american_scientific_journal-6483	40	6	makes	make	VERB
american_scientific_journal-6483	40	7	full	full	ADJ
american_scientific_journal-6483	40	8	use	use	NOUN
american_scientific_journal-6483	40	9	of	of	ADP
american_scientific_journal-6483	40	10	the	the	DET
american_scientific_journal-6483	40	11	information	information	NOUN
american_scientific_journal-6483	40	12	from	from	ADP
american_scientific_journal-6483	40	13	adjacent	adjacent	ADJ
american_scientific_journal-6483	40	14	pixels	pixel	NOUN
american_scientific_journal-6483	40	15	,	,	PUNCT
american_scientific_journal-6483	40	16	so	so	SCONJ
american_scientific_journal-6483	40	17	that	that	SCONJ
american_scientific_journal-6483	40	18	the	the	DET
american_scientific_journal-6483	40	19	segmentation	segmentation	NOUN
american_scientific_journal-6483	40	20	results	result	NOUN
american_scientific_journal-6483	40	21	are	be	AUX
american_scientific_journal-6483	40	22	better	well	ADJ
american_scientific_journal-6483	40	23	along	along	ADP
american_scientific_journal-6483	40	24	the	the	DET
american_scientific_journal-6483	40	25	edges	edge	NOUN
american_scientific_journal-6483	40	26	.	.	PUNCT
american_scientific_journal-6483	41	1	the	the	DET
american_scientific_journal-6483	41	2	method	method	NOUN
american_scientific_journal-6483	41	3	proposed	propose	VERB
american_scientific_journal-6483	41	4	in	in	ADP
american_scientific_journal-6483	41	5	this	this	DET
american_scientific_journal-6483	41	6	paper	paper	NOUN
american_scientific_journal-6483	41	7	enhances	enhance	VERB
american_scientific_journal-6483	41	8	the	the	DET
american_scientific_journal-6483	41	9	segmentation	segmentation	NOUN
american_scientific_journal-6483	41	10	results	result	NOUN
american_scientific_journal-6483	41	11	of	of	ADP
american_scientific_journal-6483	41	12	hatching	hatch	VERB
american_scientific_journal-6483	41	13	egg	egg	NOUN
american_scientific_journal-6483	41	14	images	image	NOUN
american_scientific_journal-6483	41	15	.	.	PUNCT
american_scientific_journal-6483	42	1	after	after	SCONJ
american_scientific_journal-6483	42	2	the	the	DET
american_scientific_journal-6483	42	3	fertility	fertility	NOUN
american_scientific_journal-6483	42	4	detection	detection	NOUN
american_scientific_journal-6483	42	5	of	of	ADP
american_scientific_journal-6483	42	6	egg	egg	NOUN
american_scientific_journal-6483	42	7	embryos	embryo	NOUN
american_scientific_journal-6483	42	8	to	to	PART
american_scientific_journal-6483	42	9	be	be	AUX
american_scientific_journal-6483	42	10	performed	perform	VERB
american_scientific_journal-6483	42	11	,	,	PUNCT
american_scientific_journal-6483	42	12	it	it	PRON
american_scientific_journal-6483	42	13	is	be	AUX
american_scientific_journal-6483	42	14	much	much	ADV
american_scientific_journal-6483	42	15	better	well	ADJ
american_scientific_journal-6483	42	16	than	than	ADP
american_scientific_journal-6483	42	17	the	the	DET
american_scientific_journal-6483	42	18	traditional	traditional	ADJ
american_scientific_journal-6483	42	19	image	image	NOUN
american_scientific_journal-6483	42	20	algorithm	algorithm	NOUN
american_scientific_journal-6483	42	21	.	.	PUNCT
american_scientific_journal-6483	43	1	2	2	X
american_scientific_journal-6483	43	2	.	.	X
american_scientific_journal-6483	43	3	methods	method	NOUN
american_scientific_journal-6483	43	4	a	a	DET
american_scientific_journal-6483	43	5	dense	dense	ADJ
american_scientific_journal-6483	43	6	block	block	NOUN
american_scientific_journal-6483	43	7	is	be	AUX
american_scientific_journal-6483	43	8	a	a	DET
american_scientific_journal-6483	43	9	block	block	NOUN
american_scientific_journal-6483	43	10	in	in	ADP
american_scientific_journal-6483	43	11	which	which	PRON
american_scientific_journal-6483	43	12	all	all	DET
american_scientific_journal-6483	43	13	layers	layer	NOUN
american_scientific_journal-6483	43	14	remain	remain	VERB
american_scientific_journal-6483	43	15	densely	densely	ADV
american_scientific_journal-6483	43	16	connected	connect	VERB
american_scientific_journal-6483	43	17	,	,	PUNCT
american_scientific_journal-6483	43	18	and	and	CCONJ
american_scientific_journal-6483	43	19	there	there	PRON
american_scientific_journal-6483	43	20	is	be	VERB
american_scientific_journal-6483	43	21	no	no	DET
american_scientific_journal-6483	43	22	dense	dense	ADJ
american_scientific_journal-6483	43	23	connection	connection	NOUN
american_scientific_journal-6483	43	24	between	between	ADP
american_scientific_journal-6483	43	25	different	different	ADJ
american_scientific_journal-6483	43	26	blocks	block	NOUN
american_scientific_journal-6483	43	27	that	that	PRON
american_scientific_journal-6483	43	28	are	be	AUX
american_scientific_journal-6483	43	29	connected	connect	VERB
american_scientific_journal-6483	43	30	through	through	ADP
american_scientific_journal-6483	43	31	the	the	DET
american_scientific_journal-6483	43	32	transition	transition	NOUN
american_scientific_journal-6483	43	33	layer	layer	NOUN
american_scientific_journal-6483	43	34	.	.	PUNCT
american_scientific_journal-6483	44	1	the	the	DET
american_scientific_journal-6483	44	2	dense	dense	ADJ
american_scientific_journal-6483	44	3	block	block	NOUN
american_scientific_journal-6483	44	4	in	in	ADP
american_scientific_journal-6483	44	5	cnn	cnn	PROPN
american_scientific_journal-6483	44	6	makes	make	VERB
american_scientific_journal-6483	44	7	the	the	DET
american_scientific_journal-6483	44	8	network	network	NOUN
american_scientific_journal-6483	44	9	structure	structure	NOUN
american_scientific_journal-6483	44	10	narrow	narrow	ADJ
american_scientific_journal-6483	44	11	,	,	PUNCT
american_scientific_journal-6483	44	12	and	and	CCONJ
american_scientific_journal-6483	44	13	the	the	DET
american_scientific_journal-6483	44	14	number	number	NOUN
american_scientific_journal-6483	44	15	of	of	ADP
american_scientific_journal-6483	44	16	parameters	parameter	NOUN
american_scientific_journal-6483	44	17	decreases	decrease	VERB
american_scientific_journal-6483	44	18	.	.	PUNCT
american_scientific_journal-6483	45	1	the	the	DET
american_scientific_journal-6483	45	2	number	number	NOUN
american_scientific_journal-6483	45	3	of	of	ADP
american_scientific_journal-6483	45	4	output	output	NOUN
american_scientific_journal-6483	45	5	feature	feature	NOUN
american_scientific_journal-6483	45	6	maps	map	NOUN
american_scientific_journal-6483	45	7	of	of	ADP
american_scientific_journal-6483	45	8	each	each	DET
american_scientific_journal-6483	45	9	convolution	convolution	NOUN
american_scientific_journal-6483	45	10	layer	layer	NOUN
american_scientific_journal-6483	45	11	in	in	ADP
american_scientific_journal-6483	45	12	the	the	DET
american_scientific_journal-6483	45	13	dense	dense	ADJ
american_scientific_journal-6483	45	14	connection	connection	NOUN
american_scientific_journal-6483	45	15	block	block	NOUN
american_scientific_journal-6483	45	16	is	be	AUX
american_scientific_journal-6483	45	17	very	very	ADV
american_scientific_journal-6483	45	18	small	small	ADJ
american_scientific_journal-6483	45	19	.	.	PUNCT
american_scientific_journal-6483	46	1	the	the	DET
american_scientific_journal-6483	46	2	dense	dense	ADJ
american_scientific_journal-6483	46	3	connection	connection	NOUN
american_scientific_journal-6483	46	4	makes	make	VERB
american_scientific_journal-6483	46	5	the	the	DET
american_scientific_journal-6483	46	6	transmission	transmission	NOUN
american_scientific_journal-6483	46	7	of	of	ADP
american_scientific_journal-6483	46	8	american	american	ADJ
american_scientific_journal-6483	46	9	scientific	scientific	ADJ
american_scientific_journal-6483	46	10	research	research	NOUN
american_scientific_journal-6483	46	11	journal	journal	NOUN
american_scientific_journal-6483	46	12	for	for	ADP
american_scientific_journal-6483	46	13	engineering	engineering	NOUN
american_scientific_journal-6483	46	14	,	,	PUNCT
american_scientific_journal-6483	46	15	technology	technology	NOUN
american_scientific_journal-6483	46	16	,	,	PUNCT
american_scientific_journal-6483	46	17	and	and	CCONJ
american_scientific_journal-6483	46	18	sciences	science	NOUN
american_scientific_journal-6483	46	19	(	(	PUNCT
american_scientific_journal-6483	46	20	asrjets	asrjet	NOUN
american_scientific_journal-6483	46	21	)	)	PUNCT
american_scientific_journal-6483	46	22	(	(	PUNCT
american_scientific_journal-6483	46	23	2020	2020	NUM
american_scientific_journal-6483	46	24	)	)	PUNCT
american_scientific_journal-6483	46	25	volume	volume	NOUN
american_scientific_journal-6483	46	26	74	74	NUM
american_scientific_journal-6483	46	27	,	,	PUNCT
american_scientific_journal-6483	46	28	no	no	DET
american_scientific_journal-6483	46	29	1	1	NUM
american_scientific_journal-6483	46	30	,	,	PUNCT
american_scientific_journal-6483	46	31	pp	pp	ADV
american_scientific_journal-6483	46	32	189	189	NUM
american_scientific_journal-6483	46	33	-	-	SYM
american_scientific_journal-6483	46	34	199	199	NUM
american_scientific_journal-6483	46	35	191	191	NUM
american_scientific_journal-6483	46	36	features	feature	NOUN
american_scientific_journal-6483	46	37	and	and	CCONJ
american_scientific_journal-6483	46	38	gradients	gradient	NOUN
american_scientific_journal-6483	46	39	more	more	ADV
american_scientific_journal-6483	46	40	efficient	efficient	ADJ
american_scientific_journal-6483	46	41	,	,	PUNCT
american_scientific_journal-6483	46	42	and	and	CCONJ
american_scientific_journal-6483	46	43	the	the	DET
american_scientific_journal-6483	46	44	network	network	NOUN
american_scientific_journal-6483	46	45	is	be	AUX
american_scientific_journal-6483	46	46	easier	easy	ADJ
american_scientific_journal-6483	46	47	to	to	PART
american_scientific_journal-6483	46	48	train	train	VERB
american_scientific_journal-6483	46	49	.	.	PUNCT
american_scientific_journal-6483	47	1	in	in	ADP
american_scientific_journal-6483	47	2	addition	addition	NOUN
american_scientific_journal-6483	47	3	,	,	PUNCT
american_scientific_journal-6483	47	4	experiments	experiment	NOUN
american_scientific_journal-6483	47	5	have	have	AUX
american_scientific_journal-6483	47	6	found	find	VERB
american_scientific_journal-6483	47	7	that	that	SCONJ
american_scientific_journal-6483	47	8	dense	dense	ADJ
american_scientific_journal-6483	47	9	connections	connection	NOUN
american_scientific_journal-6483	47	10	have	have	VERB
american_scientific_journal-6483	47	11	a	a	DET
american_scientific_journal-6483	47	12	regularization	regularization	NOUN
american_scientific_journal-6483	47	13	effect	effect	NOUN
american_scientific_journal-6483	47	14	that	that	PRON
american_scientific_journal-6483	47	15	helps	help	VERB
american_scientific_journal-6483	47	16	to	to	PART
american_scientific_journal-6483	47	17	alleviate	alleviate	VERB
american_scientific_journal-6483	47	18	the	the	DET
american_scientific_journal-6483	47	19	overfitting	overfitte	VERB
american_scientific_journal-6483	47	20	problem	problem	NOUN
american_scientific_journal-6483	47	21	in	in	ADP
american_scientific_journal-6483	47	22	tasks	task	NOUN
american_scientific_journal-6483	47	23	on	on	ADP
american_scientific_journal-6483	47	24	smallscale	smallscale	ADJ
american_scientific_journal-6483	47	25	datasets	dataset	NOUN
american_scientific_journal-6483	47	26	.	.	PUNCT
american_scientific_journal-6483	48	1	the	the	DET
american_scientific_journal-6483	48	2	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	48	3	sampling	sampling	NOUN
american_scientific_journal-6483	48	4	of	of	ADP
american_scientific_journal-6483	48	5	pixels	pixel	NOUN
american_scientific_journal-6483	48	6	acquires	acquire	VERB
american_scientific_journal-6483	48	7	multiscale	multiscale	ADJ
american_scientific_journal-6483	48	8	features	feature	NOUN
american_scientific_journal-6483	48	9	in	in	ADP
american_scientific_journal-6483	48	10	the	the	DET
american_scientific_journal-6483	48	11	network	network	NOUN
american_scientific_journal-6483	48	12	.	.	PUNCT
american_scientific_journal-6483	49	1	the	the	DET
american_scientific_journal-6483	49	2	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	49	3	sampling	sampling	NOUN
american_scientific_journal-6483	49	4	of	of	ADP
american_scientific_journal-6483	49	5	pixels	pixel	NOUN
american_scientific_journal-6483	49	6	uses	use	VERB
american_scientific_journal-6483	49	7	a	a	DET
american_scientific_journal-6483	49	8	more	more	ADV
american_scientific_journal-6483	49	9	efficient	efficient	ADJ
american_scientific_journal-6483	49	10	strategy	strategy	NOUN
american_scientific_journal-6483	49	11	to	to	PART
american_scientific_journal-6483	49	12	achieve	achieve	VERB
american_scientific_journal-6483	49	13	sparse	sparse	ADJ
american_scientific_journal-6483	49	14	image	image	NOUN
american_scientific_journal-6483	49	15	representation	representation	NOUN
american_scientific_journal-6483	49	16	:	:	PUNCT
american_scientific_journal-6483	49	17	the	the	DET
american_scientific_journal-6483	49	18	use	use	NOUN
american_scientific_journal-6483	49	19	of	of	ADP
american_scientific_journal-6483	49	20	efficient	efficient	ADJ
american_scientific_journal-6483	49	21	small	small	ADJ
american_scientific_journal-6483	49	22	batch	batch	NOUN
american_scientific_journal-6483	49	23	generation	generation	NOUN
american_scientific_journal-6483	49	24	during	during	ADP
american_scientific_journal-6483	49	25	training	training	NOUN
american_scientific_journal-6483	49	26	.	.	PUNCT
american_scientific_journal-6483	50	1	assuming	assume	VERB
american_scientific_journal-6483	50	2	an	an	DET
american_scientific_journal-6483	50	3	input	input	NOUN
american_scientific_journal-6483	50	4	image	image	NOUN
american_scientific_journal-6483	50	5	x	x	PUNCT
american_scientific_journal-6483	50	6	and	and	CCONJ
american_scientific_journal-6483	50	7	a	a	DET
american_scientific_journal-6483	50	8	sparse	sparse	ADJ
american_scientific_journal-6483	50	9	set	set	NOUN
american_scientific_journal-6483	50	10	of	of	ADP
american_scientific_journal-6483	50	11	sampled	sample	VERB
american_scientific_journal-6483	50	12	pixel	pixel	NOUN
american_scientific_journal-6483	50	13	locations	location	NOUN
american_scientific_journal-6483	50	14	ωp	ωp	ADP
american_scientific_journal-6483	50	15			PROPN
american_scientific_journal-6483	50	16	,	,	PUNCT
american_scientific_journal-6483	50	17	whereω	whereω	PROPN
american_scientific_journal-6483	50	18	is	be	AUX
american_scientific_journal-6483	50	19	the	the	DET
american_scientific_journal-6483	50	20	set	set	NOUN
american_scientific_journal-6483	50	21	of	of	ADP
american_scientific_journal-6483	50	22	all	all	DET
american_scientific_journal-6483	50	23	pixel	pixel	PROPN
american_scientific_journal-6483	50	24	locations	location	NOUN
american_scientific_journal-6483	50	25	,	,	PUNCT
american_scientific_journal-6483	50	26	the	the	DET
american_scientific_journal-6483	50	27	process	process	NOUN
american_scientific_journal-6483	50	28	of	of	ADP
american_scientific_journal-6483	50	29	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	50	30	sampling	sampling	NOUN
american_scientific_journal-6483	50	31	of	of	ADP
american_scientific_journal-6483	50	32	pixels	pixel	NOUN
american_scientific_journal-6483	50	33	is	be	AUX
american_scientific_journal-6483	50	34	as	as	SCONJ
american_scientific_journal-6483	50	35	follows	follow	VERB
american_scientific_journal-6483	50	36	:	:	PUNCT
american_scientific_journal-6483	50	37	(	(	PUNCT
american_scientific_journal-6483	50	38	1	1	X
american_scientific_journal-6483	50	39	)	)	PUNCT
american_scientific_journal-6483	50	40	perform	perform	VERB
american_scientific_journal-6483	50	41	forward	forward	ADV
american_scientific_journal-6483	50	42	propagation	propagation	NOUN
american_scientific_journal-6483	50	43	to	to	PART
american_scientific_journal-6483	50	44	calculate	calculate	VERB
american_scientific_journal-6483	50	45	the	the	DET
american_scientific_journal-6483	50	46	dense	dense	ADJ
american_scientific_journal-6483	50	47	convolution	convolution	NOUN
american_scientific_journal-6483	50	48	response	response	NOUN
american_scientific_journal-6483	50	49	output	output	NOUN
american_scientific_journal-6483	50	50			NOUN
american_scientific_journal-6483	50	51			NOUN
american_scientific_journal-6483	50	52			PROPN
american_scientific_journal-6483	50	53	:	:	PUNCT
american_scientific_journal-6483	50	54	,	,	PUNCT
american_scientific_journal-6483	50	55	ωic	ωic	X
american_scientific_journal-6483	51	1	p	p	X
american_scientific_journal-6483	52	1	i	i	PRON
american_scientific_journal-6483	52	2	p	p	PROPN
american_scientific_journal-6483	52	3			NOUN
american_scientific_journal-6483	52	4	for	for	ADP
american_scientific_journal-6483	52	5	all	all	DET
american_scientific_journal-6483	52	6	layers	layer	NOUN
american_scientific_journal-6483	52	7	,	,	PUNCT
american_scientific_journal-6483	52	8	where	where	SCONJ
american_scientific_journal-6483	52	9			NOUN
american_scientific_journal-6483	52	10	ic	ic	NOUN
american_scientific_journal-6483	52	11	p	p	NOUN
american_scientific_journal-6483	52	12	represents	represent	VERB
american_scientific_journal-6483	52	13	the	the	DET
american_scientific_journal-6483	52	14	eigenvector	eigenvector	NOUN
american_scientific_journal-6483	52	15	of	of	ADP
american_scientific_journal-6483	52	16	the	the	DET
american_scientific_journal-6483	52	17	ith	ith	PROPN
american_scientific_journal-6483	52	18	layer	layer	NOUN
american_scientific_journal-6483	52	19	convolution	convolution	NOUN
american_scientific_journal-6483	52	20	output	output	NOUN
american_scientific_journal-6483	52	21	centered	center	VERB
american_scientific_journal-6483	52	22	on	on	ADP
american_scientific_journal-6483	52	23	pixel	pixel	PROPN
american_scientific_journal-6483	52	24	p	p	X
american_scientific_journal-6483	52	25	;	;	PUNCT
american_scientific_journal-6483	52	26	(	(	PUNCT
american_scientific_journal-6483	52	27	2	2	X
american_scientific_journal-6483	52	28	)	)	PUNCT
american_scientific_journal-6483	52	29	for	for	ADP
american_scientific_journal-6483	52	30	each	each	DET
american_scientific_journal-6483	52	31	sample	sample	NOUN
american_scientific_journal-6483	52	32	pixel	pixel	VERB
american_scientific_journal-6483	52	33	ωp	ωp	PRON
american_scientific_journal-6483	52	34			PROPN
american_scientific_journal-6483	52	35	,	,	PUNCT
american_scientific_journal-6483	52	36	calculate	calculate	VERB
american_scientific_journal-6483	52	37	the	the	DET
american_scientific_journal-6483	52	38	same	same	ADJ
american_scientific_journal-6483	52	39	feature	feature	NOUN
american_scientific_journal-6483	52	40	ph	ph	NOUN
american_scientific_journal-6483	52	41	extracted	extract	VERB
american_scientific_journal-6483	52	42	from	from	ADP
american_scientific_journal-6483	52	43	multiple	multiple	ADJ
american_scientific_journal-6483	52	44	layers	layer	NOUN
american_scientific_journal-6483	52	45	of	of	ADP
american_scientific_journal-6483	52	46	a	a	DET
american_scientific_journal-6483	52	47	pixel	pixel	NOUN
american_scientific_journal-6483	52	48	.	.	PUNCT
american_scientific_journal-6483	53	1	where	where	SCONJ
american_scientific_journal-6483	53	2			NOUN
american_scientific_journal-6483	53	3			SYM
american_scientific_journal-6483	53	4			NOUN
american_scientific_journal-6483	53	5			SYM
american_scientific_journal-6483	53	6			NOUN
american_scientific_journal-6483	53	7			SYM
american_scientific_journal-6483	53	8			NOUN
american_scientific_journal-6483	53	9	1	1	ADJ
american_scientific_journal-6483	53	10	2	2	NUM
american_scientific_journal-6483	53	11	,	,	PUNCT
american_scientific_journal-6483	53	12	,	,	PUNCT
american_scientific_journal-6483	53	13	,	,	PUNCT
american_scientific_journal-6483	53	14	p	p	PROPN
american_scientific_journal-6483	53	15	mh	mh	PROPN
american_scientific_journal-6483	53	16	x	x	PUNCT
american_scientific_journal-6483	53	17	c	c	PROPN
american_scientific_journal-6483	54	1	p	p	NOUN
american_scientific_journal-6483	54	2	c	c	PROPN
american_scientific_journal-6483	54	3	p	p	PROPN
american_scientific_journal-6483	54	4	c	c	PROPN
american_scientific_journal-6483	54	5	p	p	NOUN
american_scientific_journal-6483	54	6			PROPN
american_scientific_journal-6483	54	7			VERB
american_scientific_journal-6483	54	8			PROPN
american_scientific_journal-6483	54	9	;	;	PUNCT
american_scientific_journal-6483	54	10	(	(	PUNCT
american_scientific_journal-6483	54	11	3	3	X
american_scientific_journal-6483	54	12	)	)	PUNCT
american_scientific_journal-6483	54	13	reparse	reparse	NOUN
american_scientific_journal-6483	54	14			PROPN
american_scientific_journal-6483	54	15	:ph	:ph	PROPN
american_scientific_journal-6483	54	16	p	p	NOUN
american_scientific_journal-6483	54	17	p	p	NOUN
american_scientific_journal-6483	54	18	into	into	ADP
american_scientific_journal-6483	54	19	a	a	DET
american_scientific_journal-6483	54	20	matrix	matrix	NOUN
american_scientific_journal-6483	54	21	that	that	PRON
american_scientific_journal-6483	54	22	can	can	AUX
american_scientific_journal-6483	54	23	be	be	AUX
american_scientific_journal-6483	54	24	used	use	VERB
american_scientific_journal-6483	54	25	for	for	ADP
american_scientific_journal-6483	54	26	downstream	downstream	ADJ
american_scientific_journal-6483	54	27	processing	processing	NOUN
american_scientific_journal-6483	54	28	and	and	CCONJ
american_scientific_journal-6483	54	29	send	send	VERB
american_scientific_journal-6483	54	30	the	the	DET
american_scientific_journal-6483	54	31	mlp	mlp	NOUN
american_scientific_journal-6483	54	32	to	to	PART
american_scientific_journal-6483	54	33	implement	implement	VERB
american_scientific_journal-6483	54	34	pixel	pixel	ADJ
american_scientific_journal-6483	54	35	classification	classification	NOUN
american_scientific_journal-6483	54	36	.	.	PUNCT
american_scientific_journal-6483	55	1	in	in	ADP
american_scientific_journal-6483	55	2	the	the	DET
american_scientific_journal-6483	55	3	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	55	4	sampling	sampling	NOUN
american_scientific_journal-6483	55	5	strategy	strategy	NOUN
american_scientific_journal-6483	55	6	of	of	ADP
american_scientific_journal-6483	55	7	pixels	pixel	NOUN
american_scientific_journal-6483	55	8	,	,	PUNCT
american_scientific_journal-6483	55	9	only	only	ADV
american_scientific_journal-6483	55	10	the	the	DET
american_scientific_journal-6483	55	11	multilayer	multilayer	ADJ
american_scientific_journal-6483	55	12	features	feature	NOUN
american_scientific_journal-6483	55	13	of	of	ADP
american_scientific_journal-6483	55	14	p	p	NOUN
american_scientific_journal-6483	55	15	are	be	AUX
american_scientific_journal-6483	55	16	calculated	calculate	VERB
american_scientific_journal-6483	55	17	instead	instead	ADV
american_scientific_journal-6483	55	18	of	of	ADP
american_scientific_journal-6483	55	19	the	the	DET
american_scientific_journal-6483	55	20	multilayer	multilayer	ADJ
american_scientific_journal-6483	55	21	features	feature	NOUN
american_scientific_journal-6483	55	22	of	of	ADP
american_scientific_journal-6483	55	23	the	the	DET
american_scientific_journal-6483	55	24	entire	entire	ADJ
american_scientific_journal-6483	55	25	set	set	NOUN
american_scientific_journal-6483	55	26	of	of	ADP
american_scientific_journal-6483	55	27	size	size	NOUN
american_scientific_journal-6483	55	28	ω	ω	PROPN
american_scientific_journal-6483	55	29	,	,	PUNCT
american_scientific_journal-6483	55	30	which	which	PRON
american_scientific_journal-6483	55	31	reduces	reduce	VERB
american_scientific_journal-6483	55	32	the	the	DET
american_scientific_journal-6483	55	33	amount	amount	NOUN
american_scientific_journal-6483	55	34	of	of	ADP
american_scientific_journal-6483	55	35	computation	computation	NOUN
american_scientific_journal-6483	55	36	in	in	ADP
american_scientific_journal-6483	55	37	sparse	sparse	ADJ
american_scientific_journal-6483	55	38	image	image	NOUN
american_scientific_journal-6483	55	39	sparse	sparse	ADJ
american_scientific_journal-6483	55	40	.	.	PUNCT
american_scientific_journal-6483	56	1	the	the	DET
american_scientific_journal-6483	56	2	selection	selection	NOUN
american_scientific_journal-6483	56	3	of	of	ADP
american_scientific_journal-6483	56	4	layers	layer	NOUN
american_scientific_journal-6483	56	5	in	in	ADP
american_scientific_journal-6483	56	6	multiscale	multiscale	ADJ
american_scientific_journal-6483	56	7	sampling	sampling	NOUN
american_scientific_journal-6483	56	8	is	be	AUX
american_scientific_journal-6483	56	9	arbitrary	arbitrary	ADJ
american_scientific_journal-6483	56	10	and	and	CCONJ
american_scientific_journal-6483	56	11	the	the	DET
american_scientific_journal-6483	56	12	gradient	gradient	ADJ
american_scientific_journal-6483	56	13	implementation	implementation	NOUN
american_scientific_journal-6483	56	14	can	can	AUX
american_scientific_journal-6483	56	15	be	be	AUX
american_scientific_journal-6483	56	16	easily	easily	ADV
american_scientific_journal-6483	56	17	defined	define	VERB
american_scientific_journal-6483	56	18	.	.	PUNCT
american_scientific_journal-6483	57	1	the	the	DET
american_scientific_journal-6483	57	2	principle	principle	NOUN
american_scientific_journal-6483	57	3	of	of	ADP
american_scientific_journal-6483	57	4	the	the	DET
american_scientific_journal-6483	57	5	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	57	6	sampling	sampling	NOUN
american_scientific_journal-6483	57	7	of	of	ADP
american_scientific_journal-6483	57	8	pixels	pixel	NOUN
american_scientific_journal-6483	57	9	is	be	AUX
american_scientific_journal-6483	57	10	shown	show	VERB
american_scientific_journal-6483	57	11	in	in	ADP
american_scientific_journal-6483	57	12	figure	figure	NOUN
american_scientific_journal-6483	57	13	1	1	NUM
american_scientific_journal-6483	57	14	.	.	PUNCT
american_scientific_journal-6483	58	1	figure	figure	NOUN
american_scientific_journal-6483	58	2	1	1	NUM
american_scientific_journal-6483	58	3	:	:	PUNCT
american_scientific_journal-6483	58	4	principle	principle	NOUN
american_scientific_journal-6483	58	5	of	of	ADP
american_scientific_journal-6483	58	6	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	58	7	sampling	sampling	NOUN
american_scientific_journal-6483	58	8	strategy	strategy	NOUN
american_scientific_journal-6483	58	9	of	of	ADP
american_scientific_journal-6483	58	10	pixels	pixel	NOUN
american_scientific_journal-6483	58	11	as	as	SCONJ
american_scientific_journal-6483	58	12	shown	show	VERB
american_scientific_journal-6483	58	13	in	in	ADP
american_scientific_journal-6483	58	14	figure	figure	NOUN
american_scientific_journal-6483	58	15	2	2	NUM
american_scientific_journal-6483	58	16	,	,	PUNCT
american_scientific_journal-6483	58	17	the	the	DET
american_scientific_journal-6483	58	18	feature	feature	NOUN
american_scientific_journal-6483	58	19	extraction	extraction	NOUN
american_scientific_journal-6483	58	20	phase	phase	NOUN
american_scientific_journal-6483	58	21	of	of	ADP
american_scientific_journal-6483	58	22	the	the	DET
american_scientific_journal-6483	58	23	network	network	NOUN
american_scientific_journal-6483	58	24	uses	use	VERB
american_scientific_journal-6483	58	25	a	a	DET
american_scientific_journal-6483	58	26	convolutional	convolutional	ADJ
american_scientific_journal-6483	58	27	layer	layer	NOUN
american_scientific_journal-6483	58	28	and	and	CCONJ
american_scientific_journal-6483	58	29	four	four	NUM
american_scientific_journal-6483	58	30	dense	dense	ADJ
american_scientific_journal-6483	58	31	blocks	block	NOUN
american_scientific_journal-6483	58	32	,	,	PUNCT
american_scientific_journal-6483	58	33	and	and	CCONJ
american_scientific_journal-6483	58	34	the	the	DET
american_scientific_journal-6483	58	35	transition	transition	NOUN
american_scientific_journal-6483	58	36	layer	layer	NOUN
american_scientific_journal-6483	58	37	connects	connect	VERB
american_scientific_journal-6483	58	38	the	the	DET
american_scientific_journal-6483	58	39	dense	dense	ADJ
american_scientific_journal-6483	58	40	blocks	block	NOUN
american_scientific_journal-6483	58	41	.	.	PUNCT
american_scientific_journal-6483	59	1	the	the	DET
american_scientific_journal-6483	59	2	size	size	NOUN
american_scientific_journal-6483	59	3	of	of	ADP
american_scientific_journal-6483	59	4	the	the	DET
american_scientific_journal-6483	59	5	image	image	NOUN
american_scientific_journal-6483	59	6	required	require	VERB
american_scientific_journal-6483	59	7	in	in	ADP
american_scientific_journal-6483	59	8	the	the	DET
american_scientific_journal-6483	59	9	input	input	NOUN
american_scientific_journal-6483	59	10	layer	layer	NOUN
american_scientific_journal-6483	59	11	is	be	AUX
american_scientific_journal-6483	59	12	224	224	NUM
american_scientific_journal-6483	59	13	×	×	NOUN
american_scientific_journal-6483	59	14	224	224	NUM
american_scientific_journal-6483	59	15	×	×	NOUN
american_scientific_journal-6483	59	16	3	3	NUM
american_scientific_journal-6483	59	17	;	;	PUNCT
american_scientific_journal-6483	59	18	first	first	ADV
american_scientific_journal-6483	59	19	,	,	PUNCT
american_scientific_journal-6483	59	20	use	use	VERB
american_scientific_journal-6483	59	21	a	a	DET
american_scientific_journal-6483	59	22	7	7	NUM
american_scientific_journal-6483	59	23	×	×	NOUN
american_scientific_journal-6483	59	24	7	7	NUM
american_scientific_journal-6483	59	25	convolution	convolution	NOUN
american_scientific_journal-6483	59	26	kernel	kernel	NOUN
american_scientific_journal-6483	59	27	,	,	PUNCT
american_scientific_journal-6483	59	28	a	a	DET
american_scientific_journal-6483	59	29	step	step	NOUN
american_scientific_journal-6483	59	30	size	size	NOUN
american_scientific_journal-6483	59	31	of	of	ADP
american_scientific_journal-6483	59	32	2	2	NUM
american_scientific_journal-6483	59	33	,	,	PUNCT
american_scientific_journal-6483	59	34	and	and	CCONJ
american_scientific_journal-6483	59	35	a	a	DET
american_scientific_journal-6483	59	36	complement	complement	NOUN
american_scientific_journal-6483	59	37	size	size	NOUN
american_scientific_journal-6483	59	38	of	of	ADP
american_scientific_journal-6483	59	39	3	3	NUM
american_scientific_journal-6483	59	40	.	.	PUNCT
american_scientific_journal-6483	59	41	shallow	shallow	ADJ
american_scientific_journal-6483	59	42	features	feature	NOUN
american_scientific_journal-6483	59	43	are	be	AUX
american_scientific_journal-6483	59	44	extracted	extract	VERB
american_scientific_journal-6483	59	45	and	and	CCONJ
american_scientific_journal-6483	59	46	subsampled	subsample	VERB
american_scientific_journal-6483	59	47	through	through	ADP
american_scientific_journal-6483	59	48	the	the	DET
american_scientific_journal-6483	59	49	convolutional	convolutional	ADJ
american_scientific_journal-6483	59	50	layer	layer	NOUN
american_scientific_journal-6483	59	51	.	.	PUNCT
american_scientific_journal-6483	60	1	there	there	PRON
american_scientific_journal-6483	60	2	are	be	VERB
american_scientific_journal-6483	60	3	four	four	NUM
american_scientific_journal-6483	60	4	dense	dense	ADJ
american_scientific_journal-6483	60	5	blocks	block	NOUN
american_scientific_journal-6483	60	6	with	with	ADP
american_scientific_journal-6483	60	7	a	a	DET
american_scientific_journal-6483	60	8	growth	growth	NOUN
american_scientific_journal-6483	60	9	rate	rate	NOUN
american_scientific_journal-6483	60	10	of	of	ADP
american_scientific_journal-6483	60	11	32	32	NUM
american_scientific_journal-6483	60	12	.	.	PUNCT
american_scientific_journal-6483	61	1	blocks	block	NOUN
american_scientific_journal-6483	61	2	are	be	AUX
american_scientific_journal-6483	61	3	connected	connect	VERB
american_scientific_journal-6483	61	4	to	to	ADP
american_scientific_journal-6483	61	5	the	the	DET
american_scientific_journal-6483	61	6	other	other	ADJ
american_scientific_journal-6483	61	7	blocks	block	NOUN
american_scientific_journal-6483	61	8	using	use	VERB
american_scientific_journal-6483	61	9	a	a	DET
american_scientific_journal-6483	61	10	transition	transition	NOUN
american_scientific_journal-6483	61	11	layer	layer	NOUN
american_scientific_journal-6483	61	12	.	.	PUNCT
american_scientific_journal-6483	62	1	the	the	DET
american_scientific_journal-6483	62	2	bn	bn	ADJ
american_scientific_journal-6483	62	3	layer	layer	NOUN
american_scientific_journal-6483	62	4	is	be	AUX
american_scientific_journal-6483	62	5	used	use	VERB
american_scientific_journal-6483	62	6	to	to	PART
american_scientific_journal-6483	62	7	normalize	normalize	VERB
american_scientific_journal-6483	62	8	the	the	DET
american_scientific_journal-6483	62	9	data	datum	NOUN
american_scientific_journal-6483	62	10	in	in	ADP
american_scientific_journal-6483	62	11	the	the	DET
american_scientific_journal-6483	62	12	transition	transition	NOUN
american_scientific_journal-6483	62	13	layer	layer	NOUN
american_scientific_journal-6483	62	14	;	;	PUNCT
american_scientific_journal-6483	62	15	then	then	ADV
american_scientific_journal-6483	62	16	,	,	PUNCT
american_scientific_journal-6483	62	17	the	the	DET
american_scientific_journal-6483	62	18	number	number	NOUN
american_scientific_journal-6483	62	19	of	of	ADP
american_scientific_journal-6483	62	20	feature	feature	NOUN
american_scientific_journal-6483	62	21	maps	map	NOUN
american_scientific_journal-6483	62	22	is	be	AUX
american_scientific_journal-6483	62	23	reduced	reduce	VERB
american_scientific_journal-6483	62	24	by	by	ADP
american_scientific_journal-6483	62	25	1×1	1×1	NUM
american_scientific_journal-6483	62	26	,	,	PUNCT
american_scientific_journal-6483	62	27	and	and	CCONJ
american_scientific_journal-6483	62	28	average	average	ADJ
american_scientific_journal-6483	62	29	pooling	pooling	NOUN
american_scientific_journal-6483	62	30	is	be	AUX
american_scientific_journal-6483	62	31	used	use	VERB
american_scientific_journal-6483	62	32	.	.	PUNCT
american_scientific_journal-6483	63	1	this	this	DET
american_scientific_journal-6483	63	2	operation	operation	NOUN
american_scientific_journal-6483	63	3	reduces	reduce	VERB
american_scientific_journal-6483	63	4	the	the	DET
american_scientific_journal-6483	63	5	dimensions	dimension	NOUN
american_scientific_journal-6483	63	6	of	of	ADP
american_scientific_journal-6483	63	7	the	the	DET
american_scientific_journal-6483	63	8	feature	feature	NOUN
american_scientific_journal-6483	63	9	map	map	NOUN
american_scientific_journal-6483	63	10	.	.	PUNCT
american_scientific_journal-6483	64	1	the	the	DET
american_scientific_journal-6483	64	2	output	output	NOUN
american_scientific_journal-6483	64	3	feature	feature	NOUN
american_scientific_journal-6483	64	4	map	map	NOUN
american_scientific_journal-6483	64	5	of	of	ADP
american_scientific_journal-6483	64	6	the	the	DET
american_scientific_journal-6483	64	7	first	first	ADJ
american_scientific_journal-6483	64	8	convolutional	convolutional	ADJ
american_scientific_journal-6483	64	9	layer	layer	NOUN
american_scientific_journal-6483	64	10	and	and	CCONJ
american_scientific_journal-6483	64	11	the	the	DET
american_scientific_journal-6483	64	12	four	four	NUM
american_scientific_journal-6483	64	13	dense	dense	ADJ
american_scientific_journal-6483	64	14	blocks	block	NOUN
american_scientific_journal-6483	64	15	are	be	AUX
american_scientific_journal-6483	64	16	used	use	VERB
american_scientific_journal-6483	64	17	in	in	ADP
american_scientific_journal-6483	64	18	the	the	DET
american_scientific_journal-6483	64	19	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	64	20	sampling	sampling	NOUN
american_scientific_journal-6483	64	21	of	of	ADP
american_scientific_journal-6483	64	22	pixels	pixel	NOUN
american_scientific_journal-6483	64	23	.	.	PUNCT
american_scientific_journal-6483	65	1	for	for	ADP
american_scientific_journal-6483	65	2	each	each	DET
american_scientific_journal-6483	65	3	sampled	sample	VERB
american_scientific_journal-6483	65	4	pixel	pixel	NOUN
american_scientific_journal-6483	65	5	,	,	PUNCT
american_scientific_journal-6483	65	6	the	the	DET
american_scientific_journal-6483	65	7	feature	feature	NOUN
american_scientific_journal-6483	65	8	vector	vector	NOUN
american_scientific_journal-6483	65	9			PROPN
american_scientific_journal-6483	65	10	ic	ic	NOUN
american_scientific_journal-6483	65	11	p	p	NOUN
american_scientific_journal-6483	65	12	of	of	ADP
american_scientific_journal-6483	65	13	the	the	DET
american_scientific_journal-6483	65	14	ith	ith	PROPN
american_scientific_journal-6483	65	15	layer	layer	NOUN
american_scientific_journal-6483	65	16	convolution	convolution	NOUN
american_scientific_journal-6483	65	17	output	output	NOUN
american_scientific_journal-6483	65	18	centered	center	VERB
american_scientific_journal-6483	65	19	on	on	ADP
american_scientific_journal-6483	65	20	p	p	PROPN
american_scientific_journal-6483	65	21	is	be	AUX
american_scientific_journal-6483	65	22	calculated	calculate	VERB
american_scientific_journal-6483	65	23	according	accord	VERB
american_scientific_journal-6483	65	24	to	to	ADP
american_scientific_journal-6483	65	25	the	the	DET
american_scientific_journal-6483	65	26	pixel	pixel	NOUN
american_scientific_journal-6483	65	27	and	and	CCONJ
american_scientific_journal-6483	65	28	american	american	ADJ
american_scientific_journal-6483	65	29	scientific	scientific	ADJ
american_scientific_journal-6483	65	30	research	research	NOUN
american_scientific_journal-6483	65	31	journal	journal	NOUN
american_scientific_journal-6483	65	32	for	for	ADP
american_scientific_journal-6483	65	33	engineering	engineering	NOUN
american_scientific_journal-6483	65	34	,	,	PUNCT
american_scientific_journal-6483	65	35	technology	technology	NOUN
american_scientific_journal-6483	65	36	,	,	PUNCT
american_scientific_journal-6483	65	37	and	and	CCONJ
american_scientific_journal-6483	65	38	sciences	science	NOUN
american_scientific_journal-6483	65	39	(	(	PUNCT
american_scientific_journal-6483	65	40	asrjets	asrjet	NOUN
american_scientific_journal-6483	65	41	)	)	PUNCT
american_scientific_journal-6483	65	42	(	(	PUNCT
american_scientific_journal-6483	65	43	2020	2020	NUM
american_scientific_journal-6483	65	44	)	)	PUNCT
american_scientific_journal-6483	65	45	volume	volume	NOUN
american_scientific_journal-6483	65	46	74	74	NUM
american_scientific_journal-6483	65	47	,	,	PUNCT
american_scientific_journal-6483	65	48	no	no	DET
american_scientific_journal-6483	65	49	1	1	NUM
american_scientific_journal-6483	65	50	,	,	PUNCT
american_scientific_journal-6483	65	51	pp	pp	ADV
american_scientific_journal-6483	65	52	189	189	NUM
american_scientific_journal-6483	65	53	-	-	SYM
american_scientific_journal-6483	65	54	199	199	NUM
american_scientific_journal-6483	65	55	192	192	NUM
american_scientific_journal-6483	65	56	its	its	PRON
american_scientific_journal-6483	65	57	four	four	NUM
american_scientific_journal-6483	65	58	adjacent	adjacent	ADJ
american_scientific_journal-6483	65	59	positions	position	NOUN
american_scientific_journal-6483	65	60	,	,	PUNCT
american_scientific_journal-6483	65	61	and	and	CCONJ
american_scientific_journal-6483	65	62	then	then	ADV
american_scientific_journal-6483	65	63	the	the	DET
american_scientific_journal-6483	65	64	features	feature	NOUN
american_scientific_journal-6483	65	65	sampled	sample	VERB
american_scientific_journal-6483	65	66	from	from	ADP
american_scientific_journal-6483	65	67	each	each	DET
american_scientific_journal-6483	65	68	layer	layer	NOUN
american_scientific_journal-6483	65	69	are	be	AUX
american_scientific_journal-6483	65	70	sparsely	sparsely	ADV
american_scientific_journal-6483	65	71	arranged	arrange	VERB
american_scientific_journal-6483	65	72	into	into	ADP
american_scientific_journal-6483	65	73	a	a	DET
american_scientific_journal-6483	65	74	matrix	matrix	NOUN
american_scientific_journal-6483	65	75	that	that	PRON
american_scientific_journal-6483	65	76	is	be	AUX
american_scientific_journal-6483	65	77	easy	easy	ADJ
american_scientific_journal-6483	65	78	to	to	PART
american_scientific_journal-6483	65	79	process	process	VERB
american_scientific_journal-6483	65	80	later	later	ADV
american_scientific_journal-6483	65	81	in	in	ADP
american_scientific_journal-6483	65	82	the	the	DET
american_scientific_journal-6483	65	83	network	network	NOUN
american_scientific_journal-6483	65	84	.	.	PUNCT
american_scientific_journal-6483	66	1	finally	finally	ADV
american_scientific_journal-6483	66	2	,	,	PUNCT
american_scientific_journal-6483	66	3	the	the	DET
american_scientific_journal-6483	66	4	sampled	sample	VERB
american_scientific_journal-6483	66	5	multilayer	multilayer	ADJ
american_scientific_journal-6483	66	6	features	feature	NOUN
american_scientific_journal-6483	66	7	are	be	AUX
american_scientific_journal-6483	66	8	sent	send	VERB
american_scientific_journal-6483	66	9	to	to	ADP
american_scientific_journal-6483	66	10	the	the	DET
american_scientific_journal-6483	66	11	mlp	mlp	NOUN
american_scientific_journal-6483	66	12	for	for	ADP
american_scientific_journal-6483	66	13	classification	classification	NOUN
american_scientific_journal-6483	66	14	,	,	PUNCT
american_scientific_journal-6483	66	15	and	and	CCONJ
american_scientific_journal-6483	66	16	the	the	DET
american_scientific_journal-6483	66	17	organizational	organizational	ADJ
american_scientific_journal-6483	66	18	category	category	NOUN
american_scientific_journal-6483	66	19	to	to	PART
american_scientific_journal-6483	66	20	which	which	PRON
american_scientific_journal-6483	66	21	the	the	DET
american_scientific_journal-6483	66	22	pixel	pixel	NOUN
american_scientific_journal-6483	66	23	belongs	belong	VERB
american_scientific_journal-6483	66	24	is	be	AUX
american_scientific_journal-6483	66	25	obtained	obtain	VERB
american_scientific_journal-6483	66	26	.	.	PUNCT
american_scientific_journal-6483	67	1	figure	figure	NOUN
american_scientific_journal-6483	67	2	2	2	NUM
american_scientific_journal-6483	67	3	:	:	PUNCT
american_scientific_journal-6483	67	4	the	the	DET
american_scientific_journal-6483	67	5	network	network	NOUN
american_scientific_journal-6483	67	6	architecture	architecture	NOUN
american_scientific_journal-6483	67	7	3	3	NUM
american_scientific_journal-6483	67	8	.	.	PUNCT
american_scientific_journal-6483	67	9	data	datum	NOUN
american_scientific_journal-6483	67	10	preparation	preparation	NOUN
american_scientific_journal-6483	67	11	in	in	ADP
american_scientific_journal-6483	67	12	order	order	NOUN
american_scientific_journal-6483	67	13	to	to	PART
american_scientific_journal-6483	67	14	obtain	obtain	VERB
american_scientific_journal-6483	67	15	enough	enough	ADJ
american_scientific_journal-6483	67	16	image	image	NOUN
american_scientific_journal-6483	67	17	data	datum	NOUN
american_scientific_journal-6483	67	18	of	of	ADP
american_scientific_journal-6483	67	19	egg	egg	NOUN
american_scientific_journal-6483	67	20	embryos	embryo	NOUN
american_scientific_journal-6483	67	21	of	of	ADP
american_scientific_journal-6483	67	22	virus	virus	NOUN
american_scientific_journal-6483	67	23	strains	strain	VERB
american_scientific_journal-6483	67	24	,	,	PUNCT
american_scientific_journal-6483	67	25	the	the	DET
american_scientific_journal-6483	67	26	egg	egg	NOUN
american_scientific_journal-6483	67	27	embryos	embryo	NOUN
american_scientific_journal-6483	67	28	were	be	AUX
american_scientific_journal-6483	67	29	photographed	photograph	VERB
american_scientific_journal-6483	67	30	by	by	ADP
american_scientific_journal-6483	67	31	using	use	VERB
american_scientific_journal-6483	67	32	led	lead	VERB
american_scientific_journal-6483	67	33	light	light	ADJ
american_scientific_journal-6483	67	34	source	source	NOUN
american_scientific_journal-6483	67	35	,	,	PUNCT
american_scientific_journal-6483	67	36	hikvision	hikvision	NOUN
american_scientific_journal-6483	67	37	industrial	industrial	ADJ
american_scientific_journal-6483	67	38	camera	camera	NOUN
american_scientific_journal-6483	67	39	mv	mv	PROPN
american_scientific_journal-6483	67	40	-	-	ADJ
american_scientific_journal-6483	67	41	ce013	ce013	PROPN
american_scientific_journal-6483	67	42	-	-	PUNCT
american_scientific_journal-6483	67	43	50gc	50gc	NOUN
american_scientific_journal-6483	67	44	and	and	CCONJ
american_scientific_journal-6483	67	45	hikvision	hikvision	NOUN
american_scientific_journal-6483	67	46	lens	lens	NOUN
american_scientific_journal-6483	67	47	mvlhf0828m-6mp	mvlhf0828m-6mp	PROPN
american_scientific_journal-6483	67	48	in	in	ADP
american_scientific_journal-6483	67	49	the	the	DET
american_scientific_journal-6483	67	50	sterile	sterile	ADJ
american_scientific_journal-6483	67	51	dark	dark	PROPN
american_scientific_journal-6483	67	52	box	box	NOUN
american_scientific_journal-6483	67	53	.	.	PUNCT
american_scientific_journal-6483	68	1	3.1	3.1	NUM
american_scientific_journal-6483	68	2	.	.	PUNCT
american_scientific_journal-6483	69	1	data	datum	NOUN
american_scientific_journal-6483	69	2	preparation	preparation	NOUN
american_scientific_journal-6483	69	3	the	the	DET
american_scientific_journal-6483	69	4	traditional	traditional	ADJ
american_scientific_journal-6483	69	5	image	image	NOUN
american_scientific_journal-6483	69	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	69	7	algorithm	algorithm	NOUN
american_scientific_journal-6483	69	8	is	be	AUX
american_scientific_journal-6483	69	9	used	use	VERB
american_scientific_journal-6483	69	10	to	to	PART
american_scientific_journal-6483	69	11	segment	segment	VERB
american_scientific_journal-6483	69	12	a	a	DET
american_scientific_journal-6483	69	13	simple	simple	ADJ
american_scientific_journal-6483	69	14	,	,	PUNCT
american_scientific_journal-6483	69	15	processed	process	VERB
american_scientific_journal-6483	69	16	egg	egg	NOUN
american_scientific_journal-6483	69	17	image	image	NOUN
american_scientific_journal-6483	69	18	so	so	SCONJ
american_scientific_journal-6483	69	19	that	that	SCONJ
american_scientific_journal-6483	69	20	the	the	DET
american_scientific_journal-6483	69	21	egg	egg	NOUN
american_scientific_journal-6483	69	22	embryo	embryo	NOUN
american_scientific_journal-6483	69	23	region	region	NOUN
american_scientific_journal-6483	69	24	is	be	AUX
american_scientific_journal-6483	69	25	separated	separate	VERB
american_scientific_journal-6483	69	26	from	from	ADP
american_scientific_journal-6483	69	27	the	the	DET
american_scientific_journal-6483	69	28	background	background	NOUN
american_scientific_journal-6483	69	29	(	(	PUNCT
american_scientific_journal-6483	69	30	figure	figure	NOUN
american_scientific_journal-6483	69	31	3	3	NUM
american_scientific_journal-6483	69	32	)	)	PUNCT
american_scientific_journal-6483	69	33	.	.	PUNCT
american_scientific_journal-6483	70	1	finally	finally	ADV
american_scientific_journal-6483	70	2	,	,	PUNCT
american_scientific_journal-6483	70	3	the	the	DET
american_scientific_journal-6483	70	4	air	air	NOUN
american_scientific_journal-6483	70	5	chambers	chamber	NOUN
american_scientific_journal-6483	70	6	,	,	PUNCT
american_scientific_journal-6483	70	7	cracks	crack	NOUN
american_scientific_journal-6483	70	8	,	,	PUNCT
american_scientific_journal-6483	70	9	blood	blood	NOUN
american_scientific_journal-6483	70	10	vessels	vessel	NOUN
american_scientific_journal-6483	70	11	and	and	CCONJ
american_scientific_journal-6483	70	12	other	other	ADJ
american_scientific_journal-6483	70	13	tissues	tissue	NOUN
american_scientific_journal-6483	70	14	in	in	ADP
american_scientific_journal-6483	70	15	the	the	DET
american_scientific_journal-6483	70	16	embryonic	embryonic	ADJ
american_scientific_journal-6483	70	17	region	region	NOUN
american_scientific_journal-6483	70	18	of	of	ADP
american_scientific_journal-6483	70	19	the	the	DET
american_scientific_journal-6483	70	20	egg	egg	NOUN
american_scientific_journal-6483	70	21	are	be	AUX
american_scientific_journal-6483	70	22	manually	manually	ADV
american_scientific_journal-6483	70	23	labeled	label	VERB
american_scientific_journal-6483	70	24	.	.	PUNCT
american_scientific_journal-6483	71	1	manual	manual	ADJ
american_scientific_journal-6483	71	2	labeling	labeling	NOUN
american_scientific_journal-6483	71	3	requires	require	VERB
american_scientific_journal-6483	71	4	strict	strict	ADJ
american_scientific_journal-6483	71	5	labeling	labeling	NOUN
american_scientific_journal-6483	71	6	standards	standard	NOUN
american_scientific_journal-6483	71	7	.	.	PUNCT
american_scientific_journal-6483	72	1	the	the	DET
american_scientific_journal-6483	72	2	data	datum	NOUN
american_scientific_journal-6483	72	3	labeling	labeling	NOUN
american_scientific_journal-6483	72	4	work	work	NOUN
american_scientific_journal-6483	72	5	of	of	ADP
american_scientific_journal-6483	72	6	the	the	DET
american_scientific_journal-6483	72	7	egg	egg	NOUN
american_scientific_journal-6483	72	8	embryos	embryo	NOUN
american_scientific_journal-6483	72	9	is	be	AUX
american_scientific_journal-6483	72	10	performed	perform	VERB
american_scientific_journal-6483	72	11	by	by	ADP
american_scientific_journal-6483	72	12	experienced	experienced	ADJ
american_scientific_journal-6483	72	13	egg	egg	NOUN
american_scientific_journal-6483	72	14	-	-	PUNCT
american_scientific_journal-6483	72	15	picking	pick	VERB
american_scientific_journal-6483	72	16	workers	worker	NOUN
american_scientific_journal-6483	72	17	.	.	PUNCT
american_scientific_journal-6483	73	1	there	there	PRON
american_scientific_journal-6483	73	2	are	be	VERB
american_scientific_journal-6483	73	3	1,500	1,500	NUM
american_scientific_journal-6483	73	4	artificially	artificially	ADV
american_scientific_journal-6483	73	5	labeled	label	VERB
american_scientific_journal-6483	73	6	hatching	hatch	VERB
american_scientific_journal-6483	73	7	eggs	egg	NOUN
american_scientific_journal-6483	73	8	in	in	ADP
american_scientific_journal-6483	73	9	the	the	DET
american_scientific_journal-6483	73	10	dataset	dataset	NOUN
american_scientific_journal-6483	73	11	.	.	PUNCT
american_scientific_journal-6483	74	1	the	the	DET
american_scientific_journal-6483	74	2	results	result	NOUN
american_scientific_journal-6483	74	3	of	of	ADP
american_scientific_journal-6483	74	4	the	the	DET
american_scientific_journal-6483	74	5	labeling	labeling	NOUN
american_scientific_journal-6483	74	6	are	be	AUX
american_scientific_journal-6483	74	7	shown	show	VERB
american_scientific_journal-6483	74	8	in	in	ADP
american_scientific_journal-6483	74	9	figure	figure	NOUN
american_scientific_journal-6483	74	10	4	4	NUM
american_scientific_journal-6483	74	11	.	.	PUNCT
american_scientific_journal-6483	74	12	red	red	PROPN
american_scientific_journal-6483	74	13	indicates	indicate	VERB
american_scientific_journal-6483	74	14	blood	blood	NOUN
american_scientific_journal-6483	74	15	vessels	vessel	NOUN
american_scientific_journal-6483	74	16	,	,	PUNCT
american_scientific_journal-6483	74	17	light	light	ADJ
american_scientific_journal-6483	74	18	blue	blue	NOUN
american_scientific_journal-6483	74	19	indicates	indicate	VERB
american_scientific_journal-6483	74	20	gas	gas	NOUN
american_scientific_journal-6483	74	21	chambers	chamber	NOUN
american_scientific_journal-6483	74	22	,	,	PUNCT
american_scientific_journal-6483	74	23	blue	blue	ADJ
american_scientific_journal-6483	74	24	indicates	indicate	VERB
american_scientific_journal-6483	74	25	cracks	crack	NOUN
american_scientific_journal-6483	74	26	,	,	PUNCT
american_scientific_journal-6483	74	27	and	and	CCONJ
american_scientific_journal-6483	74	28	black	black	ADJ
american_scientific_journal-6483	74	29	indicates	indicate	VERB
american_scientific_journal-6483	74	30	the	the	DET
american_scientific_journal-6483	74	31	background	background	NOUN
american_scientific_journal-6483	74	32	.	.	PUNCT
american_scientific_journal-6483	75	1	after	after	SCONJ
american_scientific_journal-6483	75	2	the	the	DET
american_scientific_journal-6483	75	3	manual	manual	ADJ
american_scientific_journal-6483	75	4	labeling	labeling	NOUN
american_scientific_journal-6483	75	5	is	be	AUX
american_scientific_journal-6483	75	6	completed	complete	VERB
american_scientific_journal-6483	75	7	,	,	PUNCT
american_scientific_journal-6483	75	8	the	the	DET
american_scientific_journal-6483	75	9	egg	egg	NOUN
american_scientific_journal-6483	75	10	embryo	embryo	NOUN
american_scientific_journal-6483	75	11	tissue	tissue	NOUN
american_scientific_journal-6483	75	12	of	of	ADP
american_scientific_journal-6483	75	13	each	each	DET
american_scientific_journal-6483	75	14	category	category	NOUN
american_scientific_journal-6483	75	15	in	in	ADP
american_scientific_journal-6483	75	16	the	the	DET
american_scientific_journal-6483	75	17	annotation	annotation	NOUN
american_scientific_journal-6483	75	18	map	map	NOUN
american_scientific_journal-6483	75	19	is	be	AUX
american_scientific_journal-6483	75	20	represented	represent	VERB
american_scientific_journal-6483	75	21	by	by	ADP
american_scientific_journal-6483	75	22	an	an	DET
american_scientific_journal-6483	75	23	eigenvalue	eigenvalue	PROPN
american_scientific_journal-6483	75	24	and	and	CCONJ
american_scientific_journal-6483	75	25	converted	convert	VERB
american_scientific_journal-6483	75	26	into	into	ADP
american_scientific_journal-6483	75	27	an	an	DET
american_scientific_journal-6483	75	28	index	index	NOUN
american_scientific_journal-6483	75	29	map	map	NOUN
american_scientific_journal-6483	75	30	.	.	PUNCT
american_scientific_journal-6483	76	1	the	the	DET
american_scientific_journal-6483	76	2	correspondence	correspondence	NOUN
american_scientific_journal-6483	76	3	between	between	ADP
american_scientific_journal-6483	76	4	various	various	ADJ
american_scientific_journal-6483	76	5	colors	color	NOUN
american_scientific_journal-6483	76	6	and	and	CCONJ
american_scientific_journal-6483	76	7	eigenvalues	eigenvalue	VERB
american_scientific_journal-6483	76	8	in	in	ADP
american_scientific_journal-6483	76	9	the	the	DET
american_scientific_journal-6483	76	10	index	index	NOUN
american_scientific_journal-6483	76	11	map	map	NOUN
american_scientific_journal-6483	76	12	is	be	AUX
american_scientific_journal-6483	76	13	shown	show	VERB
american_scientific_journal-6483	76	14	in	in	ADP
american_scientific_journal-6483	76	15	table	table	NOUN
american_scientific_journal-6483	76	16	1	1	NUM
american_scientific_journal-6483	76	17	.	.	PUNCT
american_scientific_journal-6483	77	1	figure	figure	VERB
american_scientific_journal-6483	77	2	3	3	NUM
american_scientific_journal-6483	77	3	:	:	PUNCT
american_scientific_journal-6483	77	4	background	background	NOUN
american_scientific_journal-6483	77	5	coarse	coarse	PROPN
american_scientific_journal-6483	77	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	77	7	american	american	PROPN
american_scientific_journal-6483	77	8	scientific	scientific	PROPN
american_scientific_journal-6483	77	9	research	research	PROPN
american_scientific_journal-6483	77	10	journal	journal	NOUN
american_scientific_journal-6483	77	11	for	for	ADP
american_scientific_journal-6483	77	12	engineering	engineering	NOUN
american_scientific_journal-6483	77	13	,	,	PUNCT
american_scientific_journal-6483	77	14	technology	technology	NOUN
american_scientific_journal-6483	77	15	,	,	PUNCT
american_scientific_journal-6483	77	16	and	and	CCONJ
american_scientific_journal-6483	77	17	sciences	science	NOUN
american_scientific_journal-6483	77	18	(	(	PUNCT
american_scientific_journal-6483	77	19	asrjets	asrjet	NOUN
american_scientific_journal-6483	77	20	)	)	PUNCT
american_scientific_journal-6483	77	21	(	(	PUNCT
american_scientific_journal-6483	77	22	2020	2020	NUM
american_scientific_journal-6483	77	23	)	)	PUNCT
american_scientific_journal-6483	77	24	volume	volume	NOUN
american_scientific_journal-6483	77	25	74	74	NUM
american_scientific_journal-6483	77	26	,	,	PUNCT
american_scientific_journal-6483	77	27	no	no	DET
american_scientific_journal-6483	77	28	1	1	NUM
american_scientific_journal-6483	77	29	,	,	PUNCT
american_scientific_journal-6483	77	30	pp	pp	ADV
american_scientific_journal-6483	77	31	189	189	NUM
american_scientific_journal-6483	77	32	-	-	SYM
american_scientific_journal-6483	77	33	199	199	NUM
american_scientific_journal-6483	77	34	193	193	NUM
american_scientific_journal-6483	77	35	figure	figure	NOUN
american_scientific_journal-6483	77	36	4	4	NUM
american_scientific_journal-6483	77	37	:	:	PUNCT
american_scientific_journal-6483	77	38	image	image	NOUN
american_scientific_journal-6483	77	39	segmentation	segmentation	NOUN
american_scientific_journal-6483	77	40	table	table	NOUN
american_scientific_journal-6483	77	41	1	1	NUM
american_scientific_journal-6483	77	42	:	:	PUNCT
american_scientific_journal-6483	77	43	relationship	relationship	NOUN
american_scientific_journal-6483	77	44	between	between	ADP
american_scientific_journal-6483	77	45	color	color	NOUN
american_scientific_journal-6483	77	46	and	and	CCONJ
american_scientific_journal-6483	77	47	eigenvalues	eigenvalue	NOUN
american_scientific_journal-6483	77	48	in	in	ADP
american_scientific_journal-6483	77	49	the	the	DET
american_scientific_journal-6483	77	50	index	index	NOUN
american_scientific_journal-6483	77	51	map	map	NOUN
american_scientific_journal-6483	77	52	organization	organization	NOUN
american_scientific_journal-6483	77	53	name	name	NOUN
american_scientific_journal-6483	77	54	color	color	NOUN
american_scientific_journal-6483	77	55	mark	mark	NOUN
american_scientific_journal-6483	77	56	(	(	PUNCT
american_scientific_journal-6483	77	57	rgb	rgb	PROPN
american_scientific_journal-6483	77	58	)	)	PUNCT
american_scientific_journal-6483	77	59	eigenvalue	eigenvalue	PROPN
american_scientific_journal-6483	77	60	background	background	NOUN
american_scientific_journal-6483	77	61	(	(	PUNCT
american_scientific_journal-6483	77	62	0,0,0	0,0,0	NOUN
american_scientific_journal-6483	77	63	)	)	PUNCT
american_scientific_journal-6483	77	64	0	0	NUM
american_scientific_journal-6483	77	65	blood	blood	NOUN
american_scientific_journal-6483	77	66	vessel	vessel	NOUN
american_scientific_journal-6483	77	67	(	(	PUNCT
american_scientific_journal-6483	77	68	255,0,0	255,0,0	NUM
american_scientific_journal-6483	77	69	)	)	PUNCT
american_scientific_journal-6483	77	70	1	1	NUM
american_scientific_journal-6483	77	71	crack	crack	NOUN
american_scientific_journal-6483	77	72	(	(	PUNCT
american_scientific_journal-6483	77	73	0,0,255	0,0,255	NUM
american_scientific_journal-6483	77	74	)	)	PUNCT
american_scientific_journal-6483	77	75	2	2	NUM
american_scientific_journal-6483	77	76	air	air	NOUN
american_scientific_journal-6483	77	77	chamber	chamber	NOUN
american_scientific_journal-6483	77	78	(	(	PUNCT
american_scientific_journal-6483	77	79	0,162,232	0,162,232	NUM
american_scientific_journal-6483	77	80	)	)	PUNCT
american_scientific_journal-6483	77	81	3	3	NUM
american_scientific_journal-6483	77	82	other	other	ADJ
american_scientific_journal-6483	77	83	(	(	PUNCT
american_scientific_journal-6483	77	84	0,255,0	0,255,0	NOUN
american_scientific_journal-6483	77	85	)	)	PUNCT
american_scientific_journal-6483	77	86	4	4	NUM
american_scientific_journal-6483	77	87	3.2	3.2	NUM
american_scientific_journal-6483	77	88	.	.	PUNCT
american_scientific_journal-6483	78	1	data	datum	NOUN
american_scientific_journal-6483	78	2	enhancement	enhancement	NOUN
american_scientific_journal-6483	78	3	on	on	ADP
american_scientific_journal-6483	78	4	the	the	DET
american_scientific_journal-6483	78	5	basis	basis	NOUN
american_scientific_journal-6483	78	6	of	of	ADP
american_scientific_journal-6483	78	7	the	the	DET
american_scientific_journal-6483	78	8	original	original	ADJ
american_scientific_journal-6483	78	9	data	datum	NOUN
american_scientific_journal-6483	78	10	,	,	PUNCT
american_scientific_journal-6483	78	11	150	150	NUM
american_scientific_journal-6483	78	12	images	image	NOUN
american_scientific_journal-6483	78	13	were	be	AUX
american_scientific_journal-6483	78	14	randomly	randomly	ADV
american_scientific_journal-6483	78	15	selected	select	VERB
american_scientific_journal-6483	78	16	as	as	ADP
american_scientific_journal-6483	78	17	the	the	DET
american_scientific_journal-6483	78	18	verification	verification	NOUN
american_scientific_journal-6483	78	19	set	set	NOUN
american_scientific_journal-6483	78	20	,	,	PUNCT
american_scientific_journal-6483	78	21	and	and	CCONJ
american_scientific_journal-6483	78	22	the	the	DET
american_scientific_journal-6483	78	23	verification	verification	NOUN
american_scientific_journal-6483	78	24	set	set	NOUN
american_scientific_journal-6483	78	25	does	do	AUX
american_scientific_journal-6483	78	26	not	not	PART
american_scientific_journal-6483	78	27	perform	perform	VERB
american_scientific_journal-6483	78	28	data	datum	NOUN
american_scientific_journal-6483	78	29	enhancement	enhancement	NOUN
american_scientific_journal-6483	78	30	.	.	PUNCT
american_scientific_journal-6483	79	1	the	the	DET
american_scientific_journal-6483	79	2	remaining	remain	VERB
american_scientific_journal-6483	79	3	1,350	1,350	NUM
american_scientific_journal-6483	79	4	images	image	NOUN
american_scientific_journal-6483	79	5	were	be	AUX
american_scientific_journal-6483	79	6	rotated	rotate	VERB
american_scientific_journal-6483	79	7	by	by	ADP
american_scientific_journal-6483	79	8	45	45	NUM
american_scientific_journal-6483	79	9	degrees	degree	NOUN
american_scientific_journal-6483	79	10	and	and	CCONJ
american_scientific_journal-6483	79	11	135	135	NUM
american_scientific_journal-6483	79	12	degrees	degree	NOUN
american_scientific_journal-6483	79	13	,	,	PUNCT
american_scientific_journal-6483	79	14	and	and	CCONJ
american_scientific_journal-6483	79	15	the	the	DET
american_scientific_journal-6483	79	16	expanded	expand	VERB
american_scientific_journal-6483	79	17	dataset	dataset	NOUN
american_scientific_journal-6483	79	18	had	have	VERB
american_scientific_journal-6483	79	19	4,050	4,050	NUM
american_scientific_journal-6483	79	20	images	image	NOUN
american_scientific_journal-6483	79	21	.	.	PUNCT
american_scientific_journal-6483	80	1	the	the	DET
american_scientific_journal-6483	80	2	number	number	NOUN
american_scientific_journal-6483	80	3	of	of	ADP
american_scientific_journal-6483	80	4	crack	crack	NOUN
american_scientific_journal-6483	80	5	samples	sample	NOUN
american_scientific_journal-6483	80	6	is	be	AUX
american_scientific_journal-6483	80	7	relatively	relatively	ADV
american_scientific_journal-6483	80	8	small	small	ADJ
american_scientific_journal-6483	80	9	,	,	PUNCT
american_scientific_journal-6483	80	10	and	and	CCONJ
american_scientific_journal-6483	80	11	200	200	NUM
american_scientific_journal-6483	80	12	crack	crack	NOUN
american_scientific_journal-6483	80	13	samples	sample	NOUN
american_scientific_journal-6483	80	14	from	from	ADP
american_scientific_journal-6483	80	15	the	the	DET
american_scientific_journal-6483	80	16	expanded	expand	VERB
american_scientific_journal-6483	80	17	dataset	dataset	NOUN
american_scientific_journal-6483	80	18	were	be	AUX
american_scientific_journal-6483	80	19	selected	select	VERB
american_scientific_journal-6483	80	20	for	for	ADP
american_scientific_journal-6483	80	21	image	image	NOUN
american_scientific_journal-6483	80	22	inversion	inversion	NOUN
american_scientific_journal-6483	80	23	.	.	PUNCT
american_scientific_journal-6483	81	1	after	after	ADP
american_scientific_journal-6483	81	2	balancing	balance	VERB
american_scientific_journal-6483	81	3	the	the	DET
american_scientific_journal-6483	81	4	data	datum	NOUN
american_scientific_journal-6483	81	5	,	,	PUNCT
american_scientific_journal-6483	81	6	there	there	PRON
american_scientific_journal-6483	81	7	were	be	VERB
american_scientific_journal-6483	81	8	4,450	4,450	NUM
american_scientific_journal-6483	81	9	images	image	NOUN
american_scientific_journal-6483	81	10	in	in	ADP
american_scientific_journal-6483	81	11	the	the	DET
american_scientific_journal-6483	81	12	dataset	dataset	NOUN
american_scientific_journal-6483	81	13	,	,	PUNCT
american_scientific_journal-6483	81	14	of	of	ADP
american_scientific_journal-6483	81	15	which	which	PRON
american_scientific_journal-6483	81	16	700	700	NUM
american_scientific_journal-6483	81	17	images	image	NOUN
american_scientific_journal-6483	81	18	were	be	AUX
american_scientific_journal-6483	81	19	randomly	randomly	ADV
american_scientific_journal-6483	81	20	selected	select	VERB
american_scientific_journal-6483	81	21	for	for	ADP
american_scientific_journal-6483	81	22	the	the	DET
american_scientific_journal-6483	81	23	test	test	NOUN
american_scientific_journal-6483	81	24	sets	set	NOUN
american_scientific_journal-6483	81	25	,	,	PUNCT
american_scientific_journal-6483	81	26	and	and	CCONJ
american_scientific_journal-6483	81	27	the	the	DET
american_scientific_journal-6483	81	28	remaining	remain	VERB
american_scientific_journal-6483	81	29	3,750	3,750	NUM
american_scientific_journal-6483	81	30	images	image	NOUN
american_scientific_journal-6483	81	31	were	be	AUX
american_scientific_journal-6483	81	32	used	use	VERB
american_scientific_journal-6483	81	33	as	as	ADP
american_scientific_journal-6483	81	34	training	training	NOUN
american_scientific_journal-6483	81	35	sets	set	NOUN
american_scientific_journal-6483	81	36	.	.	PUNCT
american_scientific_journal-6483	82	1	image	image	NOUN
american_scientific_journal-6483	82	2	rotation	rotation	NOUN
american_scientific_journal-6483	82	3	and	and	CCONJ
american_scientific_journal-6483	82	4	image	image	NOUN
american_scientific_journal-6483	82	5	flipping	flipping	NOUN
american_scientific_journal-6483	82	6	do	do	AUX
american_scientific_journal-6483	82	7	not	not	PART
american_scientific_journal-6483	82	8	change	change	VERB
american_scientific_journal-6483	82	9	the	the	DET
american_scientific_journal-6483	82	10	spatial	spatial	ADJ
american_scientific_journal-6483	82	11	position	position	NOUN
american_scientific_journal-6483	82	12	of	of	ADP
american_scientific_journal-6483	82	13	the	the	DET
american_scientific_journal-6483	82	14	pixels	pixel	NOUN
american_scientific_journal-6483	82	15	in	in	ADP
american_scientific_journal-6483	82	16	the	the	DET
american_scientific_journal-6483	82	17	image	image	NOUN
american_scientific_journal-6483	82	18	,	,	PUNCT
american_scientific_journal-6483	82	19	ensuring	ensure	VERB
american_scientific_journal-6483	82	20	that	that	SCONJ
american_scientific_journal-6483	82	21	the	the	DET
american_scientific_journal-6483	82	22	local	local	ADJ
american_scientific_journal-6483	82	23	features	feature	NOUN
american_scientific_journal-6483	82	24	of	of	ADP
american_scientific_journal-6483	82	25	the	the	DET
american_scientific_journal-6483	82	26	egg	egg	NOUN
american_scientific_journal-6483	82	27	embryo	embryo	NOUN
american_scientific_journal-6483	82	28	image	image	NOUN
american_scientific_journal-6483	82	29	do	do	AUX
american_scientific_journal-6483	82	30	not	not	PART
american_scientific_journal-6483	82	31	change	change	VERB
american_scientific_journal-6483	82	32	.	.	PUNCT
american_scientific_journal-6483	83	1	in	in	ADP
american_scientific_journal-6483	83	2	the	the	DET
american_scientific_journal-6483	83	3	process	process	NOUN
american_scientific_journal-6483	83	4	of	of	ADP
american_scientific_journal-6483	83	5	model	model	NOUN
american_scientific_journal-6483	83	6	training	training	NOUN
american_scientific_journal-6483	83	7	,	,	PUNCT
american_scientific_journal-6483	83	8	a	a	DET
american_scientific_journal-6483	83	9	cost	cost	NOUN
american_scientific_journal-6483	83	10	-	-	PUNCT
american_scientific_journal-6483	83	11	sensitive	sensitive	ADJ
american_scientific_journal-6483	83	12	method	method	NOUN
american_scientific_journal-6483	83	13	based	base	VERB
american_scientific_journal-6483	83	14	on	on	ADP
american_scientific_journal-6483	83	15	a	a	DET
american_scientific_journal-6483	83	16	cost	cost	NOUN
american_scientific_journal-6483	83	17	-	-	PUNCT
american_scientific_journal-6483	83	18	sensitive	sensitive	ADJ
american_scientific_journal-6483	83	19	matrix	matrix	NOUN
american_scientific_journal-6483	83	20	is	be	AUX
american_scientific_journal-6483	83	21	used	use	VERB
american_scientific_journal-6483	83	22	to	to	PART
american_scientific_journal-6483	83	23	impose	impose	VERB
american_scientific_journal-6483	83	24	error	error	NOUN
american_scientific_journal-6483	83	25	penalties	penalty	NOUN
american_scientific_journal-6483	83	26	on	on	ADP
american_scientific_journal-6483	83	27	different	different	ADJ
american_scientific_journal-6483	83	28	sample	sample	NOUN
american_scientific_journal-6483	83	29	categories	category	NOUN
american_scientific_journal-6483	83	30	to	to	PART
american_scientific_journal-6483	83	31	achieve	achieve	VERB
american_scientific_journal-6483	83	32	data	datum	NOUN
american_scientific_journal-6483	83	33	enhancement	enhancement	NOUN
american_scientific_journal-6483	83	34	.	.	PUNCT
american_scientific_journal-6483	84	1	4	4	X
american_scientific_journal-6483	84	2	.	.	X
american_scientific_journal-6483	84	3	experimental	experimental	ADJ
american_scientific_journal-6483	84	4	4.1	4.1	NUM
american_scientific_journal-6483	84	5	.	.	PUNCT
american_scientific_journal-6483	85	1	analysis	analysis	NOUN
american_scientific_journal-6483	85	2	of	of	ADP
american_scientific_journal-6483	85	3	the	the	DET
american_scientific_journal-6483	85	4	hyperparameter	hyperparameter	NOUN
american_scientific_journal-6483	85	5	k	k	PROPN
american_scientific_journal-6483	85	6	in	in	ADP
american_scientific_journal-6483	85	7	dense	dense	ADJ
american_scientific_journal-6483	85	8	blocks	block	NOUN
american_scientific_journal-6483	85	9	the	the	DET
american_scientific_journal-6483	85	10	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	85	11	network	network	NOUN
american_scientific_journal-6483	85	12	uses	use	VERB
american_scientific_journal-6483	85	13	four	four	NUM
american_scientific_journal-6483	85	14	dense	dense	ADJ
american_scientific_journal-6483	85	15	blocks	block	NOUN
american_scientific_journal-6483	85	16	,	,	PUNCT
american_scientific_journal-6483	85	17	which	which	PRON
american_scientific_journal-6483	85	18	have	have	VERB
american_scientific_journal-6483	85	19	very	very	ADV
american_scientific_journal-6483	85	20	narrow	narrow	ADJ
american_scientific_journal-6483	85	21	layers	layer	NOUN
american_scientific_journal-6483	85	22	that	that	PRON
american_scientific_journal-6483	85	23	increases	increase	VERB
american_scientific_journal-6483	85	24	the	the	DET
american_scientific_journal-6483	85	25	number	number	NOUN
american_scientific_journal-6483	85	26	of	of	ADP
american_scientific_journal-6483	85	27	feature	feature	NOUN
american_scientific_journal-6483	85	28	maps	map	NOUN
american_scientific_journal-6483	85	29	with	with	ADP
american_scientific_journal-6483	85	30	a	a	DET
american_scientific_journal-6483	85	31	growth	growth	NOUN
american_scientific_journal-6483	85	32	rate	rate	NOUN
american_scientific_journal-6483	85	33	of	of	ADP
american_scientific_journal-6483	85	34	k.	k.	NOUN
american_scientific_journal-6483	85	35	each	each	DET
american_scientific_journal-6483	85	36	layer	layer	NOUN
american_scientific_journal-6483	85	37	can	can	AUX
american_scientific_journal-6483	85	38	access	access	VERB
american_scientific_journal-6483	85	39	all	all	DET
american_scientific_journal-6483	85	40	the	the	DET
american_scientific_journal-6483	85	41	previous	previous	ADJ
american_scientific_journal-6483	85	42	feature	feature	NOUN
american_scientific_journal-6483	85	43	maps	map	NOUN
american_scientific_journal-6483	85	44	in	in	ADP
american_scientific_journal-6483	85	45	a	a	DET
american_scientific_journal-6483	85	46	block	block	NOUN
american_scientific_journal-6483	85	47	;	;	PUNCT
american_scientific_journal-6483	85	48	that	that	PRON
american_scientific_journal-6483	85	49	is	is	ADV
american_scientific_journal-6483	85	50	,	,	PUNCT
american_scientific_journal-6483	85	51	the	the	DET
american_scientific_journal-6483	85	52	collective	collective	ADJ
american_scientific_journal-6483	85	53	knowledge	knowledge	NOUN
american_scientific_journal-6483	85	54	of	of	ADP
american_scientific_journal-6483	85	55	the	the	DET
american_scientific_journal-6483	85	56	network	network	NOUN
american_scientific_journal-6483	85	57	can	can	AUX
american_scientific_journal-6483	85	58	be	be	AUX
american_scientific_journal-6483	85	59	accessed	access	VERB
american_scientific_journal-6483	85	60	.	.	PUNCT
american_scientific_journal-6483	86	1	considering	consider	VERB
american_scientific_journal-6483	86	2	the	the	DET
american_scientific_journal-6483	86	3	feature	feature	NOUN
american_scientific_journal-6483	86	4	map	map	NOUN
american_scientific_journal-6483	86	5	as	as	ADP
american_scientific_journal-6483	86	6	the	the	DET
american_scientific_journal-6483	86	7	global	global	ADJ
american_scientific_journal-6483	86	8	state	state	NOUN
american_scientific_journal-6483	86	9	of	of	ADP
american_scientific_journal-6483	86	10	the	the	DET
american_scientific_journal-6483	86	11	network	network	NOUN
american_scientific_journal-6483	86	12	,	,	PUNCT
american_scientific_journal-6483	86	13	each	each	DET
american_scientific_journal-6483	86	14	layer	layer	NOUN
american_scientific_journal-6483	86	15	adds	add	VERB
american_scientific_journal-6483	86	16	its	its	PRON
american_scientific_journal-6483	86	17	own	own	ADJ
american_scientific_journal-6483	86	18	k	k	PROPN
american_scientific_journal-6483	86	19	feature	feature	NOUN
american_scientific_journal-6483	86	20	maps	map	NOUN
american_scientific_journal-6483	86	21	to	to	ADP
american_scientific_journal-6483	86	22	this	this	DET
american_scientific_journal-6483	86	23	state	state	NOUN
american_scientific_journal-6483	86	24	.	.	PUNCT
american_scientific_journal-6483	87	1	in	in	ADP
american_scientific_journal-6483	87	2	this	this	DET
american_scientific_journal-6483	87	3	paper	paper	NOUN
american_scientific_journal-6483	87	4	,	,	PUNCT
american_scientific_journal-6483	87	5	experiments	experiment	NOUN
american_scientific_journal-6483	87	6	were	be	AUX
american_scientific_journal-6483	87	7	carried	carry	VERB
american_scientific_journal-6483	87	8	out	out	ADP
american_scientific_journal-6483	87	9	with	with	ADP
american_scientific_journal-6483	87	10	different	different	ADJ
american_scientific_journal-6483	87	11	growth	growth	NOUN
american_scientific_journal-6483	87	12	rates	rate	NOUN
american_scientific_journal-6483	87	13	k.	k.	VERB
american_scientific_journal-6483	88	1	when	when	SCONJ
american_scientific_journal-6483	88	2	the	the	DET
american_scientific_journal-6483	88	3	value	value	NOUN
american_scientific_journal-6483	88	4	of	of	ADP
american_scientific_journal-6483	88	5	k	k	PROPN
american_scientific_journal-6483	88	6	is	be	AUX
american_scientific_journal-6483	88	7	16	16	NUM
american_scientific_journal-6483	88	8	,	,	PUNCT
american_scientific_journal-6483	88	9	18	18	NUM
american_scientific_journal-6483	88	10	,	,	PUNCT
american_scientific_journal-6483	88	11	24	24	NUM
american_scientific_journal-6483	88	12	or	or	CCONJ
american_scientific_journal-6483	88	13	32	32	NUM
american_scientific_journal-6483	88	14	,	,	PUNCT
american_scientific_journal-6483	88	15	the	the	DET
american_scientific_journal-6483	88	16	models	model	NOUN
american_scientific_journal-6483	88	17	were	be	AUX
american_scientific_journal-6483	88	18	trained	train	VERB
american_scientific_journal-6483	88	19	on	on	ADP
american_scientific_journal-6483	88	20	the	the	DET
american_scientific_journal-6483	88	21	dataset	dataset	NOUN
american_scientific_journal-6483	88	22	and	and	CCONJ
american_scientific_journal-6483	88	23	tested	test	VERB
american_scientific_journal-6483	88	24	on	on	ADP
american_scientific_journal-6483	88	25	the	the	DET
american_scientific_journal-6483	88	26	test	test	NOUN
american_scientific_journal-6483	88	27	set	set	NOUN
american_scientific_journal-6483	88	28	,	,	PUNCT
american_scientific_journal-6483	88	29	and	and	CCONJ
american_scientific_journal-6483	88	30	the	the	DET
american_scientific_journal-6483	88	31	miou	miou	NOUN
american_scientific_journal-6483	88	32	values	value	NOUN
american_scientific_journal-6483	88	33	of	of	ADP
american_scientific_journal-6483	88	34	different	different	ADJ
american_scientific_journal-6483	88	35	test	test	NOUN
american_scientific_journal-6483	88	36	results	result	NOUN
american_scientific_journal-6483	88	37	were	be	AUX
american_scientific_journal-6483	88	38	calculated	calculate	VERB
american_scientific_journal-6483	88	39	.	.	PUNCT
american_scientific_journal-6483	89	1	as	as	SCONJ
american_scientific_journal-6483	89	2	shown	show	VERB
american_scientific_journal-6483	89	3	in	in	ADP
american_scientific_journal-6483	89	4	table	table	NOUN
american_scientific_journal-6483	89	5	2	2	NUM
american_scientific_journal-6483	89	6	,	,	PUNCT
american_scientific_journal-6483	89	7	when	when	SCONJ
american_scientific_journal-6483	89	8	k	k	PROPN
american_scientific_journal-6483	89	9	is	be	AUX
american_scientific_journal-6483	89	10	32	32	NUM
american_scientific_journal-6483	89	11	in	in	ADP
american_scientific_journal-6483	89	12	the	the	DET
american_scientific_journal-6483	89	13	dense	dense	ADJ
american_scientific_journal-6483	89	14	block	block	NOUN
american_scientific_journal-6483	89	15	,	,	PUNCT
american_scientific_journal-6483	89	16	the	the	DET
american_scientific_journal-6483	89	17	miou	miou	NOUN
american_scientific_journal-6483	89	18	value	value	NOUN
american_scientific_journal-6483	89	19	is	be	AUX
american_scientific_journal-6483	89	20	the	the	DET
american_scientific_journal-6483	89	21	largest	large	ADJ
american_scientific_journal-6483	89	22	,	,	PUNCT
american_scientific_journal-6483	89	23	so	so	ADV
american_scientific_journal-6483	89	24	we	we	PRON
american_scientific_journal-6483	89	25	select	select	VERB
american_scientific_journal-6483	89	26	the	the	DET
american_scientific_journal-6483	89	27	hyperparameter	hyperparameter	NOUN
american_scientific_journal-6483	89	28	to	to	PART
american_scientific_journal-6483	89	29	control	control	VERB
american_scientific_journal-6483	89	30	the	the	DET
american_scientific_journal-6483	89	31	growth	growth	NOUN
american_scientific_journal-6483	89	32	american	american	ADJ
american_scientific_journal-6483	89	33	scientific	scientific	ADJ
american_scientific_journal-6483	89	34	research	research	NOUN
american_scientific_journal-6483	89	35	journal	journal	NOUN
american_scientific_journal-6483	89	36	for	for	ADP
american_scientific_journal-6483	89	37	engineering	engineering	NOUN
american_scientific_journal-6483	89	38	,	,	PUNCT
american_scientific_journal-6483	89	39	technology	technology	NOUN
american_scientific_journal-6483	89	40	,	,	PUNCT
american_scientific_journal-6483	89	41	and	and	CCONJ
american_scientific_journal-6483	89	42	sciences	science	NOUN
american_scientific_journal-6483	89	43	(	(	PUNCT
american_scientific_journal-6483	89	44	asrjets	asrjet	NOUN
american_scientific_journal-6483	89	45	)	)	PUNCT
american_scientific_journal-6483	89	46	(	(	PUNCT
american_scientific_journal-6483	89	47	2020	2020	NUM
american_scientific_journal-6483	89	48	)	)	PUNCT
american_scientific_journal-6483	89	49	volume	volume	NOUN
american_scientific_journal-6483	89	50	74	74	NUM
american_scientific_journal-6483	89	51	,	,	PUNCT
american_scientific_journal-6483	89	52	no	no	DET
american_scientific_journal-6483	89	53	1	1	NUM
american_scientific_journal-6483	89	54	,	,	PUNCT
american_scientific_journal-6483	89	55	pp	pp	ADV
american_scientific_journal-6483	89	56	189	189	NUM
american_scientific_journal-6483	89	57	-	-	SYM
american_scientific_journal-6483	89	58	199	199	NUM
american_scientific_journal-6483	89	59	194	194	NUM
american_scientific_journal-6483	89	60	rate	rate	NOUN
american_scientific_journal-6483	89	61	of	of	ADP
american_scientific_journal-6483	89	62	the	the	DET
american_scientific_journal-6483	89	63	feature	feature	NOUN
american_scientific_journal-6483	89	64	map	map	NOUN
american_scientific_journal-6483	89	65	in	in	ADP
american_scientific_journal-6483	89	66	the	the	DET
american_scientific_journal-6483	89	67	dense	dense	ADJ
american_scientific_journal-6483	89	68	block	block	NOUN
american_scientific_journal-6483	89	69	.	.	PUNCT
american_scientific_journal-6483	90	1	table	table	NOUN
american_scientific_journal-6483	90	2	2	2	NUM
american_scientific_journal-6483	90	3	:	:	PUNCT
american_scientific_journal-6483	90	4	miou	miou	NOUN
american_scientific_journal-6483	90	5	of	of	ADP
american_scientific_journal-6483	90	6	models	model	NOUN
american_scientific_journal-6483	90	7	generated	generate	VERB
american_scientific_journal-6483	90	8	by	by	ADP
american_scientific_journal-6483	90	9	different	different	ADJ
american_scientific_journal-6483	90	10	sizes	size	NOUN
american_scientific_journal-6483	90	11	k	k	PROPN
american_scientific_journal-6483	90	12	k	k	PROPN
american_scientific_journal-6483	90	13	miou	miou	PROPN
american_scientific_journal-6483	90	14	16	16	NUM
american_scientific_journal-6483	90	15	88.9	88.9	NUM
american_scientific_journal-6483	90	16	%	%	NOUN
american_scientific_journal-6483	90	17	24	24	NUM
american_scientific_journal-6483	90	18	89.6	89.6	NUM
american_scientific_journal-6483	90	19	%	%	NOUN
american_scientific_journal-6483	90	20	32	32	NUM
american_scientific_journal-6483	90	21	90.5	90.5	NUM
american_scientific_journal-6483	90	22	%	%	NOUN
american_scientific_journal-6483	90	23	40	40	NUM
american_scientific_journal-6483	90	24	89.1	89.1	NUM
american_scientific_journal-6483	90	25	%	%	NOUN
american_scientific_journal-6483	90	26	4.2	4.2	NUM
american_scientific_journal-6483	90	27	.	.	PUNCT
american_scientific_journal-6483	91	1	comparison	comparison	NOUN
american_scientific_journal-6483	91	2	with	with	ADP
american_scientific_journal-6483	91	3	other	other	ADJ
american_scientific_journal-6483	91	4	networks	network	NOUN
american_scientific_journal-6483	91	5	to	to	PART
american_scientific_journal-6483	91	6	prove	prove	VERB
american_scientific_journal-6483	91	7	the	the	DET
american_scientific_journal-6483	91	8	effectiveness	effectiveness	NOUN
american_scientific_journal-6483	91	9	of	of	ADP
american_scientific_journal-6483	91	10	dense	dense	ADJ
american_scientific_journal-6483	91	11	blocks	block	NOUN
american_scientific_journal-6483	91	12	in	in	ADP
american_scientific_journal-6483	91	13	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	91	14	in	in	ADP
american_scientific_journal-6483	91	15	hatching	hatch	VERB
american_scientific_journal-6483	91	16	egg	egg	NOUN
american_scientific_journal-6483	91	17	image	image	NOUN
american_scientific_journal-6483	91	18	segmentation	segmentation	NOUN
american_scientific_journal-6483	91	19	.	.	PUNCT
american_scientific_journal-6483	92	1	this	this	DET
american_scientific_journal-6483	92	2	paper	paper	NOUN
american_scientific_journal-6483	92	3	uses	use	VERB
american_scientific_journal-6483	92	4	the	the	DET
american_scientific_journal-6483	92	5	method	method	NOUN
american_scientific_journal-6483	92	6	of	of	ADP
american_scientific_journal-6483	92	7	reference	reference	NOUN
american_scientific_journal-6483	92	8	[	[	X
american_scientific_journal-6483	92	9	20	20	NUM
american_scientific_journal-6483	92	10	]	]	PUNCT
american_scientific_journal-6483	92	11	and	and	CCONJ
american_scientific_journal-6483	92	12	reference	reference	NOUN
american_scientific_journal-6483	92	13	[	[	X
american_scientific_journal-6483	92	14	21	21	NUM
american_scientific_journal-6483	92	15	]	]	PUNCT
american_scientific_journal-6483	92	16	to	to	PART
american_scientific_journal-6483	92	17	conduct	conduct	VERB
american_scientific_journal-6483	92	18	a	a	DET
american_scientific_journal-6483	92	19	comparative	comparative	ADJ
american_scientific_journal-6483	92	20	experiment	experiment	NOUN
american_scientific_journal-6483	92	21	with	with	ADP
american_scientific_journal-6483	92	22	the	the	DET
american_scientific_journal-6483	92	23	network	network	NOUN
american_scientific_journal-6483	92	24	structure	structure	NOUN
american_scientific_journal-6483	92	25	based	base	VERB
american_scientific_journal-6483	92	26	on	on	ADP
american_scientific_journal-6483	92	27	dense	dense	ADJ
american_scientific_journal-6483	92	28	blocks	block	NOUN
american_scientific_journal-6483	92	29	.	.	PUNCT
american_scientific_journal-6483	93	1	the	the	DET
american_scientific_journal-6483	93	2	generated	generate	VERB
american_scientific_journal-6483	93	3	training	training	NOUN
american_scientific_journal-6483	93	4	models	model	NOUN
american_scientific_journal-6483	93	5	under	under	ADP
american_scientific_journal-6483	93	6	different	different	ADJ
american_scientific_journal-6483	93	7	basic	basic	ADJ
american_scientific_journal-6483	93	8	network	network	NOUN
american_scientific_journal-6483	93	9	structures	structure	NOUN
american_scientific_journal-6483	93	10	were	be	AUX
american_scientific_journal-6483	93	11	tested	test	VERB
american_scientific_journal-6483	93	12	on	on	ADP
american_scientific_journal-6483	93	13	the	the	DET
american_scientific_journal-6483	93	14	test	test	NOUN
american_scientific_journal-6483	93	15	set	set	NOUN
american_scientific_journal-6483	93	16	,	,	PUNCT
american_scientific_journal-6483	93	17	and	and	CCONJ
american_scientific_journal-6483	93	18	the	the	DET
american_scientific_journal-6483	93	19	miou	miou	NOUN
american_scientific_journal-6483	93	20	values	value	NOUN
american_scientific_journal-6483	93	21	of	of	ADP
american_scientific_journal-6483	93	22	different	different	ADJ
american_scientific_journal-6483	93	23	test	test	NOUN
american_scientific_journal-6483	93	24	results	result	NOUN
american_scientific_journal-6483	93	25	were	be	AUX
american_scientific_journal-6483	93	26	calculated	calculate	VERB
american_scientific_journal-6483	93	27	.	.	PUNCT
american_scientific_journal-6483	94	1	as	as	SCONJ
american_scientific_journal-6483	94	2	shown	show	VERB
american_scientific_journal-6483	94	3	in	in	ADP
american_scientific_journal-6483	94	4	table	table	NOUN
american_scientific_journal-6483	94	5	3	3	NUM
american_scientific_journal-6483	94	6	,	,	PUNCT
american_scientific_journal-6483	94	7	the	the	DET
american_scientific_journal-6483	94	8	miou	miou	NOUN
american_scientific_journal-6483	94	9	value	value	NOUN
american_scientific_journal-6483	94	10	of	of	ADP
american_scientific_journal-6483	94	11	the	the	DET
american_scientific_journal-6483	94	12	test	test	NOUN
american_scientific_journal-6483	94	13	network	network	NOUN
american_scientific_journal-6483	94	14	based	base	VERB
american_scientific_journal-6483	94	15	on	on	ADP
american_scientific_journal-6483	94	16	dense	dense	ADJ
american_scientific_journal-6483	94	17	blocks	block	NOUN
american_scientific_journal-6483	94	18	was	be	AUX
american_scientific_journal-6483	94	19	higher	high	ADJ
american_scientific_journal-6483	94	20	than	than	ADP
american_scientific_journal-6483	94	21	resnet	resnet	NOUN
american_scientific_journal-6483	94	22	and	and	CCONJ
american_scientific_journal-6483	94	23	se	se	ADJ
american_scientific_journal-6483	94	24	-	-	NOUN
american_scientific_journal-6483	94	25	resnet	resnet	ADJ
american_scientific_journal-6483	94	26	,	,	PUNCT
american_scientific_journal-6483	94	27	demonstrating	demonstrate	VERB
american_scientific_journal-6483	94	28	the	the	DET
american_scientific_journal-6483	94	29	effectiveness	effectiveness	NOUN
american_scientific_journal-6483	94	30	of	of	ADP
american_scientific_journal-6483	94	31	the	the	DET
american_scientific_journal-6483	94	32	dense	dense	ADJ
american_scientific_journal-6483	94	33	block	block	NOUN
american_scientific_journal-6483	94	34	based	base	VERB
american_scientific_journal-6483	94	35	network	network	NOUN
american_scientific_journal-6483	94	36	in	in	ADP
american_scientific_journal-6483	94	37	the	the	DET
american_scientific_journal-6483	94	38	segmentation	segmentation	NOUN
american_scientific_journal-6483	94	39	of	of	ADP
american_scientific_journal-6483	94	40	hatching	hatch	VERB
american_scientific_journal-6483	94	41	egg	egg	NOUN
american_scientific_journal-6483	94	42	images	image	NOUN
american_scientific_journal-6483	94	43	.	.	PUNCT
american_scientific_journal-6483	95	1	table	table	NOUN
american_scientific_journal-6483	95	2	3	3	NUM
american_scientific_journal-6483	95	3	:	:	PUNCT
american_scientific_journal-6483	95	4	miou	miou	NOUN
american_scientific_journal-6483	95	5	of	of	ADP
american_scientific_journal-6483	95	6	different	different	ADJ
american_scientific_journal-6483	95	7	basic	basic	ADJ
american_scientific_journal-6483	95	8	network	network	NOUN
american_scientific_journal-6483	95	9	models	model	NOUN
american_scientific_journal-6483	95	10	network	network	NOUN
american_scientific_journal-6483	95	11	structure	structure	NOUN
american_scientific_journal-6483	95	12	miou	miou	NOUN
american_scientific_journal-6483	95	13	resnet	resnet	VERB
american_scientific_journal-6483	95	14	88.5	88.5	NUM
american_scientific_journal-6483	95	15	%	%	NOUN
american_scientific_journal-6483	95	16	se	se	NOUN
american_scientific_journal-6483	95	17	-	-	NOUN
american_scientific_journal-6483	95	18	resnet	resnet	VERB
american_scientific_journal-6483	95	19	89.1	89.1	NUM
american_scientific_journal-6483	95	20	%	%	NOUN
american_scientific_journal-6483	95	21	the	the	DET
american_scientific_journal-6483	95	22	proposed	propose	VERB
american_scientific_journal-6483	95	23	method	method	NOUN
american_scientific_journal-6483	95	24	89.3	89.3	NUM
american_scientific_journal-6483	95	25	%	%	NOUN
american_scientific_journal-6483	95	26	4.3	4.3	NUM
american_scientific_journal-6483	95	27	.	.	PUNCT
american_scientific_journal-6483	96	1	comparison	comparison	NOUN
american_scientific_journal-6483	96	2	with	with	ADP
american_scientific_journal-6483	96	3	other	other	ADJ
american_scientific_journal-6483	96	4	semantic	semantic	ADJ
american_scientific_journal-6483	96	5	segmentation	segmentation	NOUN
american_scientific_journal-6483	96	6	methods	method	NOUN
american_scientific_journal-6483	96	7	to	to	PART
american_scientific_journal-6483	96	8	verify	verify	VERB
american_scientific_journal-6483	96	9	the	the	DET
american_scientific_journal-6483	96	10	effectiveness	effectiveness	NOUN
american_scientific_journal-6483	96	11	of	of	ADP
american_scientific_journal-6483	96	12	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	96	13	in	in	ADP
american_scientific_journal-6483	96	14	hatching	hatch	VERB
american_scientific_journal-6483	96	15	egg	egg	NOUN
american_scientific_journal-6483	96	16	image	image	NOUN
american_scientific_journal-6483	96	17	segmentation	segmentation	NOUN
american_scientific_journal-6483	96	18	tasks	task	NOUN
american_scientific_journal-6483	96	19	relative	relative	ADJ
american_scientific_journal-6483	96	20	to	to	ADP
american_scientific_journal-6483	96	21	other	other	ADJ
american_scientific_journal-6483	96	22	methods	method	NOUN
american_scientific_journal-6483	96	23	,	,	PUNCT
american_scientific_journal-6483	96	24	a	a	DET
american_scientific_journal-6483	96	25	comparative	comparative	ADJ
american_scientific_journal-6483	96	26	experiment	experiment	NOUN
american_scientific_journal-6483	96	27	was	be	AUX
american_scientific_journal-6483	96	28	designed	design	VERB
american_scientific_journal-6483	96	29	.	.	PUNCT
american_scientific_journal-6483	97	1	in	in	ADP
american_scientific_journal-6483	97	2	the	the	DET
american_scientific_journal-6483	97	3	experiment	experiment	NOUN
american_scientific_journal-6483	97	4	,	,	PUNCT
american_scientific_journal-6483	97	5	the	the	DET
american_scientific_journal-6483	97	6	methods	method	NOUN
american_scientific_journal-6483	97	7	of	of	ADP
american_scientific_journal-6483	97	8	reference	reference	NOUN
american_scientific_journal-6483	97	9	[	[	X
american_scientific_journal-6483	97	10	22	22	NUM
american_scientific_journal-6483	97	11	]	]	PUNCT
american_scientific_journal-6483	97	12	,	,	PUNCT
american_scientific_journal-6483	97	13	reference	reference	NOUN
american_scientific_journal-6483	97	14	[	[	X
american_scientific_journal-6483	97	15	23	23	NUM
american_scientific_journal-6483	97	16	]	]	PUNCT
american_scientific_journal-6483	97	17	,	,	PUNCT
american_scientific_journal-6483	97	18	reference	reference	NOUN
american_scientific_journal-6483	97	19	[	[	X
american_scientific_journal-6483	97	20	24	24	NUM
american_scientific_journal-6483	97	21	]	]	PUNCT
american_scientific_journal-6483	97	22	and	and	CCONJ
american_scientific_journal-6483	97	23	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	97	24	were	be	AUX
american_scientific_journal-6483	97	25	trained	train	VERB
american_scientific_journal-6483	97	26	and	and	CCONJ
american_scientific_journal-6483	97	27	tested	test	VERB
american_scientific_journal-6483	97	28	,	,	PUNCT
american_scientific_journal-6483	97	29	and	and	CCONJ
american_scientific_journal-6483	97	30	the	the	DET
american_scientific_journal-6483	97	31	segmentation	segmentation	NOUN
american_scientific_journal-6483	97	32	results	result	NOUN
american_scientific_journal-6483	97	33	were	be	AUX
american_scientific_journal-6483	97	34	compared	compare	VERB
american_scientific_journal-6483	97	35	.	.	PUNCT
american_scientific_journal-6483	98	1	figure	figure	NOUN
american_scientific_journal-6483	98	2	5	5	NUM
american_scientific_journal-6483	98	3	shows	show	VERB
american_scientific_journal-6483	98	4	the	the	DET
american_scientific_journal-6483	98	5	segmentation	segmentation	NOUN
american_scientific_journal-6483	98	6	results	result	NOUN
american_scientific_journal-6483	98	7	of	of	ADP
american_scientific_journal-6483	98	8	different	different	ADJ
american_scientific_journal-6483	98	9	networks	network	NOUN
american_scientific_journal-6483	98	10	.	.	PUNCT
american_scientific_journal-6483	99	1	the	the	DET
american_scientific_journal-6483	99	2	segmentation	segmentation	NOUN
american_scientific_journal-6483	99	3	result	result	NOUN
american_scientific_journal-6483	99	4	of	of	ADP
american_scientific_journal-6483	99	5	the	the	DET
american_scientific_journal-6483	99	6	fcn	fcn	NOUN
american_scientific_journal-6483	99	7	is	be	AUX
american_scientific_journal-6483	99	8	rough	rough	ADJ
american_scientific_journal-6483	99	9	along	along	ADP
american_scientific_journal-6483	99	10	the	the	DET
american_scientific_journal-6483	99	11	edges	edge	NOUN
american_scientific_journal-6483	99	12	,	,	PUNCT
american_scientific_journal-6483	99	13	and	and	CCONJ
american_scientific_journal-6483	99	14	the	the	DET
american_scientific_journal-6483	99	15	small	small	ADJ
american_scientific_journal-6483	99	16	blood	blood	NOUN
american_scientific_journal-6483	99	17	vessels	vessel	NOUN
american_scientific_journal-6483	99	18	can	can	AUX
american_scientific_journal-6483	99	19	not	not	PART
american_scientific_journal-6483	99	20	be	be	AUX
american_scientific_journal-6483	99	21	segmented	segment	VERB
american_scientific_journal-6483	99	22	.	.	PUNCT
american_scientific_journal-6483	100	1	the	the	DET
american_scientific_journal-6483	100	2	segmentation	segmentation	NOUN
american_scientific_journal-6483	100	3	results	result	NOUN
american_scientific_journal-6483	100	4	of	of	ADP
american_scientific_journal-6483	100	5	segnet	segnet	NOUN
american_scientific_journal-6483	100	6	are	be	AUX
american_scientific_journal-6483	100	7	significantly	significantly	ADV
american_scientific_journal-6483	100	8	larger	large	ADJ
american_scientific_journal-6483	100	9	than	than	ADP
american_scientific_journal-6483	100	10	the	the	DET
american_scientific_journal-6483	100	11	contour	contour	NOUN
american_scientific_journal-6483	100	12	in	in	ADP
american_scientific_journal-6483	100	13	the	the	DET
american_scientific_journal-6483	100	14	annotation	annotation	NOUN
american_scientific_journal-6483	100	15	map	map	NOUN
american_scientific_journal-6483	100	16	.	.	PUNCT
american_scientific_journal-6483	101	1	the	the	DET
american_scientific_journal-6483	101	2	maximum	maximum	PROPN
american_scientific_journal-6483	101	3	pooled	pooled	ADJ
american_scientific_journal-6483	101	4	index	index	NOUN
american_scientific_journal-6483	101	5	is	be	AUX
american_scientific_journal-6483	101	6	used	use	VERB
american_scientific_journal-6483	101	7	in	in	ADP
american_scientific_journal-6483	101	8	the	the	DET
american_scientific_journal-6483	101	9	decoder	decoder	NOUN
american_scientific_journal-6483	101	10	to	to	PART
american_scientific_journal-6483	101	11	perform	perform	VERB
american_scientific_journal-6483	101	12	upsampling	upsample	VERB
american_scientific_journal-6483	101	13	on	on	ADP
american_scientific_journal-6483	101	14	the	the	DET
american_scientific_journal-6483	101	15	low	low	ADJ
american_scientific_journal-6483	101	16	-	-	PUNCT
american_scientific_journal-6483	101	17	resolution	resolution	NOUN
american_scientific_journal-6483	101	18	feature	feature	NOUN
american_scientific_journal-6483	101	19	map	map	NOUN
american_scientific_journal-6483	101	20	so	so	SCONJ
american_scientific_journal-6483	101	21	that	that	SCONJ
american_scientific_journal-6483	101	22	segnet	segnet	NOUN
american_scientific_journal-6483	101	23	performs	perform	VERB
american_scientific_journal-6483	101	24	better	well	ADV
american_scientific_journal-6483	101	25	on	on	ADP
american_scientific_journal-6483	101	26	the	the	DET
american_scientific_journal-6483	101	27	detailed	detailed	ADJ
american_scientific_journal-6483	101	28	features	feature	NOUN
american_scientific_journal-6483	101	29	.	.	PUNCT
american_scientific_journal-6483	102	1	the	the	DET
american_scientific_journal-6483	102	2	blood	blood	NOUN
american_scientific_journal-6483	102	3	vessel	vessel	NOUN
american_scientific_journal-6483	102	4	contours	contours	NOUN
american_scientific_journal-6483	102	5	in	in	ADP
american_scientific_journal-6483	102	6	the	the	DET
american_scientific_journal-6483	102	7	deeplab	deeplab	PROPN
american_scientific_journal-6483	102	8	v3	v3	PROPN
american_scientific_journal-6483	102	9	segmentation	segmentation	NOUN
american_scientific_journal-6483	102	10	results	result	NOUN
american_scientific_journal-6483	102	11	are	be	AUX
american_scientific_journal-6483	102	12	closer	close	ADJ
american_scientific_journal-6483	102	13	to	to	ADP
american_scientific_journal-6483	102	14	the	the	DET
american_scientific_journal-6483	102	15	annotation	annotation	NOUN
american_scientific_journal-6483	102	16	map	map	NOUN
american_scientific_journal-6483	102	17	than	than	ADP
american_scientific_journal-6483	102	18	to	to	ADP
american_scientific_journal-6483	102	19	the	the	DET
american_scientific_journal-6483	102	20	segnet	segnet	NOUN
american_scientific_journal-6483	102	21	segmentation	segmentation	NOUN
american_scientific_journal-6483	102	22	results	result	NOUN
american_scientific_journal-6483	102	23	.	.	PUNCT
american_scientific_journal-6483	103	1	deeplab	deeplab	PROPN
american_scientific_journal-6483	103	2	v3	v3	PROPN
american_scientific_journal-6483	103	3	uses	use	VERB
american_scientific_journal-6483	103	4	the	the	DET
american_scientific_journal-6483	103	5	resnet-101	resnet-101	NOUN
american_scientific_journal-6483	103	6	structure	structure	NOUN
american_scientific_journal-6483	103	7	to	to	PART
american_scientific_journal-6483	103	8	produce	produce	VERB
american_scientific_journal-6483	103	9	a	a	DET
american_scientific_journal-6483	103	10	characteristic	characteristic	ADJ
american_scientific_journal-6483	103	11	overlearning	overlearne	VERB
american_scientific_journal-6483	103	12	phenomenon	phenomenon	NOUN
american_scientific_journal-6483	103	13	,	,	PUNCT
american_scientific_journal-6483	103	14	and	and	CCONJ
american_scientific_journal-6483	103	15	the	the	DET
american_scientific_journal-6483	103	16	part	part	NOUN
american_scientific_journal-6483	103	17	of	of	ADP
american_scientific_journal-6483	103	18	the	the	DET
american_scientific_journal-6483	103	19	egg	egg	NOUN
american_scientific_journal-6483	103	20	embryo	embryo	NOUN
american_scientific_journal-6483	103	21	tissue	tissue	NOUN
american_scientific_journal-6483	103	22	that	that	PRON
american_scientific_journal-6483	103	23	is	be	AUX
american_scientific_journal-6483	103	24	closer	close	ADJ
american_scientific_journal-6483	103	25	to	to	ADP
american_scientific_journal-6483	103	26	the	the	DET
american_scientific_journal-6483	103	27	blood	blood	NOUN
american_scientific_journal-6483	103	28	vessel	vessel	NOUN
american_scientific_journal-6483	103	29	color	color	NOUN
american_scientific_journal-6483	103	30	is	be	AUX
american_scientific_journal-6483	103	31	divided	divide	VERB
american_scientific_journal-6483	103	32	into	into	ADP
american_scientific_journal-6483	103	33	blood	blood	NOUN
american_scientific_journal-6483	103	34	vessels	vessel	NOUN
american_scientific_journal-6483	103	35	.	.	PUNCT
american_scientific_journal-6483	104	1	the	the	DET
american_scientific_journal-6483	104	2	segmentation	segmentation	NOUN
american_scientific_journal-6483	104	3	results	result	NOUN
american_scientific_journal-6483	104	4	of	of	ADP
american_scientific_journal-6483	104	5	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	104	6	are	be	AUX
american_scientific_journal-6483	104	7	closer	close	ADJ
american_scientific_journal-6483	104	8	to	to	ADP
american_scientific_journal-6483	104	9	the	the	DET
american_scientific_journal-6483	104	10	annotation	annotation	NOUN
american_scientific_journal-6483	104	11	image	image	NOUN
american_scientific_journal-6483	104	12	,	,	PUNCT
american_scientific_journal-6483	104	13	which	which	PRON
american_scientific_journal-6483	104	14	alleviates	alleviate	VERB
american_scientific_journal-6483	104	15	the	the	DET
american_scientific_journal-6483	104	16	feature	feature	NOUN
american_scientific_journal-6483	104	17	learning	learn	VERB
american_scientific_journal-6483	104	18	phenomenon	phenomenon	NOUN
american_scientific_journal-6483	104	19	in	in	ADP
american_scientific_journal-6483	104	20	deeplab	deeplab	PROPN
american_scientific_journal-6483	104	21	v3	v3	PROPN
american_scientific_journal-6483	104	22	.	.	PUNCT
american_scientific_journal-6483	105	1	the	the	DET
american_scientific_journal-6483	105	2	models	model	NOUN
american_scientific_journal-6483	105	3	generated	generate	VERB
american_scientific_journal-6483	105	4	by	by	ADP
american_scientific_journal-6483	105	5	the	the	DET
american_scientific_journal-6483	105	6	different	different	ADJ
american_scientific_journal-6483	105	7	training	training	NOUN
american_scientific_journal-6483	105	8	methods	method	NOUN
american_scientific_journal-6483	105	9	were	be	AUX
american_scientific_journal-6483	105	10	tested	test	VERB
american_scientific_journal-6483	105	11	on	on	ADP
american_scientific_journal-6483	105	12	the	the	DET
american_scientific_journal-6483	105	13	test	test	NOUN
american_scientific_journal-6483	105	14	set	set	NOUN
american_scientific_journal-6483	105	15	,	,	PUNCT
american_scientific_journal-6483	105	16	and	and	CCONJ
american_scientific_journal-6483	105	17	the	the	DET
american_scientific_journal-6483	105	18	miou	miou	NOUN
american_scientific_journal-6483	105	19	values	value	NOUN
american_scientific_journal-6483	105	20	of	of	ADP
american_scientific_journal-6483	105	21	the	the	DET
american_scientific_journal-6483	105	22	different	different	ADJ
american_scientific_journal-6483	105	23	test	test	NOUN
american_scientific_journal-6483	105	24	results	result	NOUN
american_scientific_journal-6483	105	25	were	be	AUX
american_scientific_journal-6483	105	26	calculated	calculate	VERB
american_scientific_journal-6483	105	27	.	.	PUNCT
american_scientific_journal-6483	106	1	as	as	SCONJ
american_scientific_journal-6483	106	2	shown	show	VERB
american_scientific_journal-6483	106	3	in	in	ADP
american_scientific_journal-6483	106	4	table	table	NOUN
american_scientific_journal-6483	106	5	4	4	NUM
american_scientific_journal-6483	106	6	,	,	PUNCT
american_scientific_journal-6483	106	7	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	106	8	is	be	AUX
american_scientific_journal-6483	106	9	superior	superior	ADJ
american_scientific_journal-6483	106	10	to	to	ADP
american_scientific_journal-6483	106	11	fcn	fcn	PROPN
american_scientific_journal-6483	106	12	,	,	PUNCT
american_scientific_journal-6483	106	13	segnet	segnet	NOUN
american_scientific_journal-6483	106	14	and	and	CCONJ
american_scientific_journal-6483	106	15	deeplab	deeplab	NOUN
american_scientific_journal-6483	106	16	in	in	ADP
american_scientific_journal-6483	106	17	terms	term	NOUN
american_scientific_journal-6483	106	18	of	of	ADP
american_scientific_journal-6483	106	19	the	the	DET
american_scientific_journal-6483	106	20	miou	miou	NOUN
american_scientific_journal-6483	106	21	.	.	PUNCT
american_scientific_journal-6483	107	1	american	american	ADJ
american_scientific_journal-6483	107	2	scientific	scientific	ADJ
american_scientific_journal-6483	107	3	research	research	PROPN
american_scientific_journal-6483	107	4	journal	journal	NOUN
american_scientific_journal-6483	107	5	for	for	ADP
american_scientific_journal-6483	107	6	engineering	engineering	NOUN
american_scientific_journal-6483	107	7	,	,	PUNCT
american_scientific_journal-6483	107	8	technology	technology	NOUN
american_scientific_journal-6483	107	9	,	,	PUNCT
american_scientific_journal-6483	107	10	and	and	CCONJ
american_scientific_journal-6483	107	11	sciences	science	NOUN
american_scientific_journal-6483	107	12	(	(	PUNCT
american_scientific_journal-6483	107	13	asrjets	asrjet	NOUN
american_scientific_journal-6483	107	14	)	)	PUNCT
american_scientific_journal-6483	107	15	(	(	PUNCT
american_scientific_journal-6483	107	16	2020	2020	NUM
american_scientific_journal-6483	107	17	)	)	PUNCT
american_scientific_journal-6483	107	18	volume	volume	NOUN
american_scientific_journal-6483	107	19	74	74	NUM
american_scientific_journal-6483	107	20	,	,	PUNCT
american_scientific_journal-6483	107	21	no	no	DET
american_scientific_journal-6483	107	22	1	1	NUM
american_scientific_journal-6483	107	23	,	,	PUNCT
american_scientific_journal-6483	107	24	pp	pp	ADV
american_scientific_journal-6483	107	25	189	189	NUM
american_scientific_journal-6483	107	26	-	-	SYM
american_scientific_journal-6483	107	27	199	199	NUM
american_scientific_journal-6483	107	28	195	195	NUM
american_scientific_journal-6483	107	29	figure	figure	NOUN
american_scientific_journal-6483	107	30	5	5	NUM
american_scientific_journal-6483	107	31	:	:	PUNCT
american_scientific_journal-6483	107	32	the	the	DET
american_scientific_journal-6483	107	33	segmentation	segmentation	NOUN
american_scientific_journal-6483	107	34	results	result	VERB
american_scientific_journal-6483	107	35	for	for	ADP
american_scientific_journal-6483	107	36	the	the	DET
american_scientific_journal-6483	107	37	different	different	ADJ
american_scientific_journal-6483	107	38	semantic	semantic	ADJ
american_scientific_journal-6483	107	39	segmentation	segmentation	NOUN
american_scientific_journal-6483	107	40	methods	method	NOUN
american_scientific_journal-6483	107	41	(	(	PUNCT
american_scientific_journal-6483	107	42	the	the	DET
american_scientific_journal-6483	107	43	first	first	ADJ
american_scientific_journal-6483	107	44	row	row	NOUN
american_scientific_journal-6483	107	45	to	to	ADP
american_scientific_journal-6483	107	46	the	the	DET
american_scientific_journal-6483	107	47	sixth	sixth	ADJ
american_scientific_journal-6483	107	48	row	row	NOUN
american_scientific_journal-6483	107	49	are	be	AUX
american_scientific_journal-6483	107	50	the	the	DET
american_scientific_journal-6483	107	51	original	original	ADJ
american_scientific_journal-6483	107	52	image	image	NOUN
american_scientific_journal-6483	107	53	,	,	PUNCT
american_scientific_journal-6483	107	54	the	the	DET
american_scientific_journal-6483	107	55	annotated	annotate	VERB
american_scientific_journal-6483	107	56	image	image	NOUN
american_scientific_journal-6483	107	57	,	,	PUNCT
american_scientific_journal-6483	107	58	the	the	DET
american_scientific_journal-6483	107	59	results	result	NOUN
american_scientific_journal-6483	107	60	of	of	ADP
american_scientific_journal-6483	107	61	the	the	DET
american_scientific_journal-6483	107	62	fcn	fcn	NOUN
american_scientific_journal-6483	107	63	method	method	NOUN
american_scientific_journal-6483	107	64	,	,	PUNCT
american_scientific_journal-6483	107	65	the	the	DET
american_scientific_journal-6483	107	66	results	result	NOUN
american_scientific_journal-6483	107	67	of	of	ADP
american_scientific_journal-6483	107	68	the	the	DET
american_scientific_journal-6483	107	69	segnet	segnet	NOUN
american_scientific_journal-6483	107	70	method	method	NOUN
american_scientific_journal-6483	107	71	,	,	PUNCT
american_scientific_journal-6483	107	72	the	the	DET
american_scientific_journal-6483	107	73	results	result	NOUN
american_scientific_journal-6483	107	74	of	of	ADP
american_scientific_journal-6483	107	75	the	the	DET
american_scientific_journal-6483	107	76	deeplab	deeplab	NOUN
american_scientific_journal-6483	107	77	method	method	NOUN
american_scientific_journal-6483	107	78	,	,	PUNCT
american_scientific_journal-6483	107	79	and	and	CCONJ
american_scientific_journal-6483	107	80	the	the	DET
american_scientific_journal-6483	107	81	results	result	NOUN
american_scientific_journal-6483	107	82	of	of	ADP
american_scientific_journal-6483	107	83	the	the	DET
american_scientific_journal-6483	107	84	proposed	propose	VERB
american_scientific_journal-6483	107	85	method	method	NOUN
american_scientific_journal-6483	107	86	,	,	PUNCT
american_scientific_journal-6483	107	87	respectively	respectively	ADV
american_scientific_journal-6483	107	88	)	)	PUNCT
american_scientific_journal-6483	107	89	table	table	NOUN
american_scientific_journal-6483	107	90	4	4	NUM
american_scientific_journal-6483	107	91	:	:	PUNCT
american_scientific_journal-6483	107	92	miou	miou	NOUN
american_scientific_journal-6483	107	93	of	of	ADP
american_scientific_journal-6483	107	94	different	different	ADJ
american_scientific_journal-6483	107	95	semantic	semantic	ADJ
american_scientific_journal-6483	107	96	segmentation	segmentation	NOUN
american_scientific_journal-6483	107	97	methods	method	NOUN
american_scientific_journal-6483	107	98	method	method	VERB
american_scientific_journal-6483	107	99	miou	miou	NOUN
american_scientific_journal-6483	107	100	fcn	fcn	NOUN
american_scientific_journal-6483	107	101	84.7	84.7	NUM
american_scientific_journal-6483	107	102	%	%	NOUN
american_scientific_journal-6483	107	103	segnet	segnet	NOUN
american_scientific_journal-6483	107	104	86.2	86.2	NUM
american_scientific_journal-6483	107	105	%	%	NOUN
american_scientific_journal-6483	107	106	deeplab	deeplab	NOUN
american_scientific_journal-6483	107	107	89.5	89.5	NUM
american_scientific_journal-6483	107	108	%	%	NOUN
american_scientific_journal-6483	107	109	the	the	DET
american_scientific_journal-6483	107	110	proposed	propose	VERB
american_scientific_journal-6483	107	111	method	method	NOUN
american_scientific_journal-6483	107	112	90.5	90.5	NUM
american_scientific_journal-6483	107	113	%	%	NOUN
american_scientific_journal-6483	107	114	4.4	4.4	NUM
american_scientific_journal-6483	107	115	.	.	PUNCT
american_scientific_journal-6483	108	1	comparison	comparison	NOUN
american_scientific_journal-6483	108	2	with	with	ADP
american_scientific_journal-6483	108	3	traditional	traditional	ADJ
american_scientific_journal-6483	108	4	image	image	NOUN
american_scientific_journal-6483	108	5	vessel	vessel	NOUN
american_scientific_journal-6483	108	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	108	7	methods	method	VERB
american_scientific_journal-6483	108	8	the	the	DET
american_scientific_journal-6483	108	9	traditional	traditional	ADJ
american_scientific_journal-6483	108	10	image	image	NOUN
american_scientific_journal-6483	108	11	segmentation	segmentation	NOUN
american_scientific_journal-6483	108	12	algorithm	algorithm	NOUN
american_scientific_journal-6483	108	13	was	be	AUX
american_scientific_journal-6483	108	14	compared	compare	VERB
american_scientific_journal-6483	108	15	with	with	ADP
american_scientific_journal-6483	108	16	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	108	17	,	,	PUNCT
american_scientific_journal-6483	108	18	and	and	CCONJ
american_scientific_journal-6483	108	19	the	the	DET
american_scientific_journal-6483	108	20	traditional	traditional	ADJ
american_scientific_journal-6483	108	21	image	image	NOUN
american_scientific_journal-6483	108	22	american	american	ADJ
american_scientific_journal-6483	108	23	scientific	scientific	ADJ
american_scientific_journal-6483	108	24	research	research	NOUN
american_scientific_journal-6483	108	25	journal	journal	NOUN
american_scientific_journal-6483	108	26	for	for	ADP
american_scientific_journal-6483	108	27	engineering	engineering	NOUN
american_scientific_journal-6483	108	28	,	,	PUNCT
american_scientific_journal-6483	108	29	technology	technology	NOUN
american_scientific_journal-6483	108	30	,	,	PUNCT
american_scientific_journal-6483	108	31	and	and	CCONJ
american_scientific_journal-6483	108	32	sciences	science	NOUN
american_scientific_journal-6483	108	33	(	(	PUNCT
american_scientific_journal-6483	108	34	asrjets	asrjet	NOUN
american_scientific_journal-6483	108	35	)	)	PUNCT
american_scientific_journal-6483	108	36	(	(	PUNCT
american_scientific_journal-6483	108	37	2020	2020	NUM
american_scientific_journal-6483	108	38	)	)	PUNCT
american_scientific_journal-6483	108	39	volume	volume	NOUN
american_scientific_journal-6483	108	40	74	74	NUM
american_scientific_journal-6483	108	41	,	,	PUNCT
american_scientific_journal-6483	108	42	no	no	DET
american_scientific_journal-6483	108	43	1	1	NUM
american_scientific_journal-6483	108	44	,	,	PUNCT
american_scientific_journal-6483	108	45	pp	pp	ADV
american_scientific_journal-6483	108	46	189	189	NUM
american_scientific_journal-6483	108	47	-	-	SYM
american_scientific_journal-6483	108	48	199	199	NUM
american_scientific_journal-6483	108	49	196	196	NUM
american_scientific_journal-6483	108	50	segmentation	segmentation	NOUN
american_scientific_journal-6483	108	51	algorithm	algorithm	NOUN
american_scientific_journal-6483	108	52	uses	use	VERB
american_scientific_journal-6483	108	53	the	the	DET
american_scientific_journal-6483	108	54	methods	method	NOUN
american_scientific_journal-6483	108	55	of	of	ADP
american_scientific_journal-6483	108	56	references	reference	NOUN
american_scientific_journal-6483	108	57	[	[	X
american_scientific_journal-6483	108	58	18,19	18,19	X
american_scientific_journal-6483	108	59	]	]	PUNCT
american_scientific_journal-6483	108	60	.	.	PUNCT
american_scientific_journal-6483	109	1	the	the	DET
american_scientific_journal-6483	109	2	traditional	traditional	ADJ
american_scientific_journal-6483	109	3	image	image	NOUN
american_scientific_journal-6483	109	4	processing	processing	NOUN
american_scientific_journal-6483	109	5	algorithm	algorithm	NOUN
american_scientific_journal-6483	109	6	only	only	ADV
american_scientific_journal-6483	109	7	divides	divide	VERB
american_scientific_journal-6483	109	8	the	the	DET
american_scientific_journal-6483	109	9	blood	blood	NOUN
american_scientific_journal-6483	109	10	vessels	vessel	NOUN
american_scientific_journal-6483	109	11	.	.	PUNCT
american_scientific_journal-6483	110	1	to	to	PART
american_scientific_journal-6483	110	2	show	show	VERB
american_scientific_journal-6483	110	3	the	the	DET
american_scientific_journal-6483	110	4	difference	difference	NOUN
american_scientific_journal-6483	110	5	between	between	ADP
american_scientific_journal-6483	110	6	the	the	DET
american_scientific_journal-6483	110	7	traditional	traditional	ADJ
american_scientific_journal-6483	110	8	image	image	NOUN
american_scientific_journal-6483	110	9	segmentation	segmentation	NOUN
american_scientific_journal-6483	110	10	algorithms	algorithm	NOUN
american_scientific_journal-6483	110	11	and	and	CCONJ
american_scientific_journal-6483	110	12	the	the	DET
american_scientific_journal-6483	110	13	proposed	propose	VERB
american_scientific_journal-6483	110	14	method	method	NOUN
american_scientific_journal-6483	110	15	,	,	PUNCT
american_scientific_journal-6483	110	16	the	the	DET
american_scientific_journal-6483	110	17	miou	miou	NOUN
american_scientific_journal-6483	110	18	value	value	NOUN
american_scientific_journal-6483	110	19	of	of	ADP
american_scientific_journal-6483	110	20	the	the	DET
american_scientific_journal-6483	110	21	test	test	NOUN
american_scientific_journal-6483	110	22	results	result	NOUN
american_scientific_journal-6483	110	23	under	under	ADP
american_scientific_journal-6483	110	24	different	different	ADJ
american_scientific_journal-6483	110	25	methods	method	NOUN
american_scientific_journal-6483	110	26	is	be	AUX
american_scientific_journal-6483	110	27	calculated	calculate	VERB
american_scientific_journal-6483	110	28	.	.	PUNCT
american_scientific_journal-6483	111	1	as	as	SCONJ
american_scientific_journal-6483	111	2	shown	show	VERB
american_scientific_journal-6483	111	3	in	in	ADP
american_scientific_journal-6483	111	4	table	table	NOUN
american_scientific_journal-6483	111	5	5	5	NUM
american_scientific_journal-6483	111	6	,	,	PUNCT
american_scientific_journal-6483	111	7	the	the	DET
american_scientific_journal-6483	111	8	miou	miou	NOUN
american_scientific_journal-6483	111	9	of	of	ADP
american_scientific_journal-6483	111	10	the	the	DET
american_scientific_journal-6483	111	11	proposed	propose	VERB
american_scientific_journal-6483	111	12	method	method	NOUN
american_scientific_journal-6483	111	13	reaches	reach	VERB
american_scientific_journal-6483	111	14	90.5	90.5	NUM
american_scientific_journal-6483	111	15	%	%	NOUN
american_scientific_journal-6483	111	16	,	,	PUNCT
american_scientific_journal-6483	111	17	far	far	ADV
american_scientific_journal-6483	111	18	exceeding	exceed	VERB
american_scientific_journal-6483	111	19	the	the	DET
american_scientific_journal-6483	111	20	performances	performance	NOUN
american_scientific_journal-6483	111	21	of	of	ADP
american_scientific_journal-6483	111	22	the	the	DET
american_scientific_journal-6483	111	23	traditional	traditional	ADJ
american_scientific_journal-6483	111	24	image	image	NOUN
american_scientific_journal-6483	111	25	segmentation	segmentation	NOUN
american_scientific_journal-6483	111	26	methods	method	NOUN
american_scientific_journal-6483	111	27	.	.	PUNCT
american_scientific_journal-6483	112	1	table	table	NOUN
american_scientific_journal-6483	112	2	5	5	NUM
american_scientific_journal-6483	112	3	:	:	PUNCT
american_scientific_journal-6483	112	4	miou	miou	NOUN
american_scientific_journal-6483	112	5	of	of	ADP
american_scientific_journal-6483	112	6	different	different	ADJ
american_scientific_journal-6483	112	7	methods	method	NOUN
american_scientific_journal-6483	112	8	segmentation	segmentation	NOUN
american_scientific_journal-6483	112	9	method	method	PROPN
american_scientific_journal-6483	112	10	miou	miou	NOUN
american_scientific_journal-6483	112	11	shan	shan	PROPN
american_scientific_journal-6483	112	12	,	,	PUNCT
american_scientific_journal-6483	112	13	b	b	NOUN
american_scientific_journal-6483	112	14	and	and	CCONJ
american_scientific_journal-6483	112	15	his	his	PRON
american_scientific_journal-6483	112	16	colleagues	colleague	NOUN
american_scientific_journal-6483	112	17	[	[	X
american_scientific_journal-6483	112	18	18	18	NUM
american_scientific_journal-6483	112	19	]	]	SYM
american_scientific_journal-6483	112	20	83.5	83.5	NUM
american_scientific_journal-6483	112	21	%	%	NOUN
american_scientific_journal-6483	112	22	xu	xu	INTJ
american_scientific_journal-6483	112	23	,	,	PUNCT
american_scientific_journal-6483	112	24	q.	q.	PROPN
american_scientific_journal-6483	112	25	l	l	PROPN
american_scientific_journal-6483	112	26	and	and	CCONJ
american_scientific_journal-6483	112	27	his	his	PRON
american_scientific_journal-6483	112	28	colleagues	colleague	NOUN
american_scientific_journal-6483	112	29	[	[	X
american_scientific_journal-6483	112	30	19	19	NUM
american_scientific_journal-6483	112	31	]	]	SYM
american_scientific_journal-6483	112	32	85.7	85.7	NUM
american_scientific_journal-6483	112	33	%	%	NOUN
american_scientific_journal-6483	112	34	the	the	DET
american_scientific_journal-6483	112	35	proposed	propose	VERB
american_scientific_journal-6483	112	36	method	method	NOUN
american_scientific_journal-6483	112	37	90.5	90.5	NUM
american_scientific_journal-6483	112	38	%	%	NOUN
american_scientific_journal-6483	112	39	4.5	4.5	NUM
american_scientific_journal-6483	112	40	.	.	PUNCT
american_scientific_journal-6483	113	1	comparison	comparison	NOUN
american_scientific_journal-6483	113	2	with	with	ADP
american_scientific_journal-6483	113	3	other	other	ADJ
american_scientific_journal-6483	113	4	image	image	NOUN
american_scientific_journal-6483	113	5	vessel	vessel	NOUN
american_scientific_journal-6483	113	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	113	7	methods	method	NOUN
american_scientific_journal-6483	113	8	based	base	VERB
american_scientific_journal-6483	113	9	on	on	ADP
american_scientific_journal-6483	113	10	deep	deep	ADJ
american_scientific_journal-6483	113	11	learning	learn	VERB
american_scientific_journal-6483	113	12	the	the	DET
american_scientific_journal-6483	113	13	image	image	NOUN
american_scientific_journal-6483	113	14	vessel	vessel	NOUN
american_scientific_journal-6483	113	15	segmentation	segmentation	NOUN
american_scientific_journal-6483	113	16	algorithm	algorithm	NOUN
american_scientific_journal-6483	113	17	based	base	VERB
american_scientific_journal-6483	113	18	on	on	ADP
american_scientific_journal-6483	113	19	deep	deep	ADJ
american_scientific_journal-6483	113	20	learning	learning	NOUN
american_scientific_journal-6483	113	21	was	be	AUX
american_scientific_journal-6483	113	22	compared	compare	VERB
american_scientific_journal-6483	113	23	with	with	ADP
american_scientific_journal-6483	113	24	eggsegnet	eggsegnet	NOUN
american_scientific_journal-6483	113	25	,	,	PUNCT
american_scientific_journal-6483	113	26	and	and	CCONJ
american_scientific_journal-6483	113	27	the	the	DET
american_scientific_journal-6483	113	28	image	image	NOUN
american_scientific_journal-6483	113	29	vessel	vessel	NOUN
american_scientific_journal-6483	113	30	segment	segment	NOUN
american_scientific_journal-6483	113	31	segmentation	segmentation	NOUN
american_scientific_journal-6483	113	32	algorithm	algorithm	NOUN
american_scientific_journal-6483	113	33	uses	use	VERB
american_scientific_journal-6483	113	34	the	the	DET
american_scientific_journal-6483	113	35	methods	method	NOUN
american_scientific_journal-6483	113	36	of	of	ADP
american_scientific_journal-6483	113	37	references	reference	NOUN
american_scientific_journal-6483	113	38	[	[	X
american_scientific_journal-6483	113	39	25	25	NUM
american_scientific_journal-6483	113	40	]	]	PUNCT
american_scientific_journal-6483	113	41	.	.	PUNCT
american_scientific_journal-6483	114	1	similarly	similarly	ADV
american_scientific_journal-6483	114	2	,	,	PUNCT
american_scientific_journal-6483	114	3	the	the	DET
american_scientific_journal-6483	114	4	image	image	NOUN
american_scientific_journal-6483	114	5	vessel	vessel	NOUN
american_scientific_journal-6483	114	6	processing	processing	NOUN
american_scientific_journal-6483	114	7	algorithm	algorithm	NOUN
american_scientific_journal-6483	114	8	only	only	ADV
american_scientific_journal-6483	114	9	divides	divide	VERB
american_scientific_journal-6483	114	10	the	the	DET
american_scientific_journal-6483	114	11	blood	blood	NOUN
american_scientific_journal-6483	114	12	vessels	vessel	NOUN
american_scientific_journal-6483	114	13	.	.	PUNCT
american_scientific_journal-6483	115	1	the	the	DET
american_scientific_journal-6483	115	2	miou	miou	NOUN
american_scientific_journal-6483	115	3	value	value	NOUN
american_scientific_journal-6483	115	4	of	of	ADP
american_scientific_journal-6483	115	5	the	the	DET
american_scientific_journal-6483	115	6	test	test	NOUN
american_scientific_journal-6483	115	7	results	result	NOUN
american_scientific_journal-6483	115	8	is	be	AUX
american_scientific_journal-6483	115	9	calculated	calculate	VERB
american_scientific_journal-6483	115	10	.	.	PUNCT
american_scientific_journal-6483	116	1	as	as	SCONJ
american_scientific_journal-6483	116	2	shown	show	VERB
american_scientific_journal-6483	116	3	in	in	ADP
american_scientific_journal-6483	116	4	table	table	NOUN
american_scientific_journal-6483	116	5	6	6	NUM
american_scientific_journal-6483	116	6	,	,	PUNCT
american_scientific_journal-6483	116	7	obviously	obviously	ADV
american_scientific_journal-6483	116	8	,	,	PUNCT
american_scientific_journal-6483	116	9	we	we	PRON
american_scientific_journal-6483	116	10	can	can	AUX
american_scientific_journal-6483	116	11	conclude	conclude	VERB
american_scientific_journal-6483	116	12	that	that	SCONJ
american_scientific_journal-6483	116	13	the	the	DET
american_scientific_journal-6483	116	14	proposed	propose	VERB
american_scientific_journal-6483	116	15	method	method	NOUN
american_scientific_journal-6483	116	16	in	in	ADP
american_scientific_journal-6483	116	17	this	this	DET
american_scientific_journal-6483	116	18	paper	paper	NOUN
american_scientific_journal-6483	116	19	has	have	VERB
american_scientific_journal-6483	116	20	better	well	ADJ
american_scientific_journal-6483	116	21	performance	performance	NOUN
american_scientific_journal-6483	116	22	.	.	PUNCT
american_scientific_journal-6483	117	1	table	table	NOUN
american_scientific_journal-6483	117	2	6	6	NUM
american_scientific_journal-6483	117	3	:	:	PUNCT
american_scientific_journal-6483	117	4	miou	miou	NOUN
american_scientific_journal-6483	117	5	of	of	ADP
american_scientific_journal-6483	117	6	different	different	ADJ
american_scientific_journal-6483	117	7	methods	method	NOUN
american_scientific_journal-6483	117	8	on	on	ADP
american_scientific_journal-6483	117	9	deep	deep	ADJ
american_scientific_journal-6483	117	10	learning	learning	NOUN
american_scientific_journal-6483	117	11	segmentation	segmentation	NOUN
american_scientific_journal-6483	117	12	method	method	NOUN
american_scientific_journal-6483	117	13	miou	miou	PROPN
american_scientific_journal-6483	117	14	geng	geng	PROPN
american_scientific_journal-6483	117	15	and	and	CCONJ
american_scientific_journal-6483	117	16	his	his	PRON
american_scientific_journal-6483	117	17	colleagues	colleague	NOUN
american_scientific_journal-6483	117	18	[	[	X
american_scientific_journal-6483	117	19	25	25	NUM
american_scientific_journal-6483	117	20	]	]	PUNCT
american_scientific_journal-6483	117	21	86.6	86.6	NUM
american_scientific_journal-6483	117	22	%	%	NOUN
american_scientific_journal-6483	117	23	the	the	DET
american_scientific_journal-6483	117	24	proposed	propose	VERB
american_scientific_journal-6483	117	25	method	method	NOUN
american_scientific_journal-6483	117	26	90.5	90.5	NUM
american_scientific_journal-6483	117	27	%	%	NOUN
american_scientific_journal-6483	117	28	5	5	NUM
american_scientific_journal-6483	117	29	.	.	PUNCT
american_scientific_journal-6483	117	30	fertility	fertility	NOUN
american_scientific_journal-6483	117	31	detection	detection	NOUN
american_scientific_journal-6483	117	32	of	of	ADP
american_scientific_journal-6483	117	33	hatching	hatch	VERB
american_scientific_journal-6483	117	34	eggs	egg	NOUN
american_scientific_journal-6483	117	35	the	the	DET
american_scientific_journal-6483	117	36	purpose	purpose	NOUN
american_scientific_journal-6483	117	37	of	of	ADP
american_scientific_journal-6483	117	38	image	image	NOUN
american_scientific_journal-6483	117	39	segmentation	segmentation	NOUN
american_scientific_journal-6483	117	40	of	of	ADP
american_scientific_journal-6483	117	41	hatching	hatch	VERB
american_scientific_journal-6483	117	42	eggs	egg	NOUN
american_scientific_journal-6483	117	43	is	be	AUX
american_scientific_journal-6483	117	44	to	to	PART
american_scientific_journal-6483	117	45	detect	detect	VERB
american_scientific_journal-6483	117	46	the	the	DET
american_scientific_journal-6483	117	47	fertility	fertility	NOUN
american_scientific_journal-6483	117	48	of	of	ADP
american_scientific_journal-6483	117	49	hatching	hatch	VERB
american_scientific_journal-6483	117	50	eggs	egg	NOUN
american_scientific_journal-6483	117	51	.	.	PUNCT
american_scientific_journal-6483	118	1	according	accord	VERB
american_scientific_journal-6483	118	2	to	to	ADP
american_scientific_journal-6483	118	3	the	the	DET
american_scientific_journal-6483	118	4	area	area	NOUN
american_scientific_journal-6483	118	5	ratio	ratio	NOUN
american_scientific_journal-6483	118	6	of	of	ADP
american_scientific_journal-6483	118	7	each	each	DET
american_scientific_journal-6483	118	8	tissue	tissue	NOUN
american_scientific_journal-6483	118	9	region	region	NOUN
american_scientific_journal-6483	118	10	in	in	ADP
american_scientific_journal-6483	118	11	the	the	DET
american_scientific_journal-6483	118	12	segmentation	segmentation	NOUN
american_scientific_journal-6483	118	13	result	result	NOUN
american_scientific_journal-6483	118	14	,	,	PUNCT
american_scientific_journal-6483	118	15	the	the	DET
american_scientific_journal-6483	118	16	hatching	hatch	VERB
american_scientific_journal-6483	118	17	eggs	egg	NOUN
american_scientific_journal-6483	118	18	classification	classification	NOUN
american_scientific_journal-6483	118	19	is	be	AUX
american_scientific_journal-6483	118	20	carried	carry	VERB
american_scientific_journal-6483	118	21	out	out	ADP
american_scientific_journal-6483	118	22	,	,	PUNCT
american_scientific_journal-6483	118	23	and	and	CCONJ
american_scientific_journal-6483	118	24	the	the	DET
american_scientific_journal-6483	118	25	fertility	fertility	NOUN
american_scientific_journal-6483	118	26	detection	detection	NOUN
american_scientific_journal-6483	118	27	of	of	ADP
american_scientific_journal-6483	118	28	hatching	hatch	VERB
american_scientific_journal-6483	118	29	eggs	egg	NOUN
american_scientific_journal-6483	118	30	is	be	AUX
american_scientific_journal-6483	118	31	realized	realize	VERB
american_scientific_journal-6483	118	32	.	.	PUNCT
american_scientific_journal-6483	119	1	on	on	ADP
american_scientific_journal-6483	119	2	the	the	DET
american_scientific_journal-6483	119	3	basis	basis	NOUN
american_scientific_journal-6483	119	4	of	of	ADP
american_scientific_journal-6483	119	5	the	the	DET
american_scientific_journal-6483	119	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	119	7	results	result	NOUN
american_scientific_journal-6483	119	8	of	of	ADP
american_scientific_journal-6483	119	9	the	the	DET
american_scientific_journal-6483	119	10	hatching	hatch	VERB
american_scientific_journal-6483	119	11	egg	egg	NOUN
american_scientific_journal-6483	119	12	image	image	NOUN
american_scientific_journal-6483	119	13	,	,	PUNCT
american_scientific_journal-6483	119	14	the	the	DET
american_scientific_journal-6483	119	15	predetermined	predetermined	ADJ
american_scientific_journal-6483	119	16	number	number	NOUN
american_scientific_journal-6483	119	17	of	of	ADP
american_scientific_journal-6483	119	18	each	each	DET
american_scientific_journal-6483	119	19	tissue	tissue	NOUN
american_scientific_journal-6483	119	20	is	be	AUX
american_scientific_journal-6483	119	21	counted	count	VERB
american_scientific_journal-6483	119	22	.	.	PUNCT
american_scientific_journal-6483	120	1	there	there	PRON
american_scientific_journal-6483	120	2	should	should	AUX
american_scientific_journal-6483	120	3	be	be	AUX
american_scientific_journal-6483	120	4	no	no	DET
american_scientific_journal-6483	120	5	cracks	crack	NOUN
american_scientific_journal-6483	120	6	in	in	ADP
american_scientific_journal-6483	120	7	the	the	DET
american_scientific_journal-6483	120	8	hatching	hatch	VERB
american_scientific_journal-6483	120	9	egg	egg	NOUN
american_scientific_journal-6483	120	10	.	.	PUNCT
american_scientific_journal-6483	121	1	once	once	ADV
american_scientific_journal-6483	121	2	there	there	PRON
american_scientific_journal-6483	121	3	are	be	VERB
american_scientific_journal-6483	121	4	cracks	crack	NOUN
american_scientific_journal-6483	121	5	,	,	PUNCT
american_scientific_journal-6483	121	6	the	the	DET
american_scientific_journal-6483	121	7	hatching	hatch	VERB
american_scientific_journal-6483	121	8	egg	egg	NOUN
american_scientific_journal-6483	121	9	will	will	AUX
american_scientific_journal-6483	121	10	contaminate	contaminate	VERB
american_scientific_journal-6483	121	11	the	the	DET
american_scientific_journal-6483	121	12	hatching	hatch	VERB
american_scientific_journal-6483	121	13	egg	egg	NOUN
american_scientific_journal-6483	121	14	of	of	ADP
american_scientific_journal-6483	121	15	the	the	DET
american_scientific_journal-6483	121	16	same	same	ADJ
american_scientific_journal-6483	121	17	batch	batch	NOUN
american_scientific_journal-6483	121	18	.	.	PUNCT
american_scientific_journal-6483	122	1	therefore	therefore	ADV
american_scientific_journal-6483	122	2	,	,	PUNCT
american_scientific_journal-6483	122	3	cracks	crack	NOUN
american_scientific_journal-6483	122	4	in	in	ADP
american_scientific_journal-6483	122	5	the	the	DET
american_scientific_journal-6483	122	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	122	7	results	result	NOUN
american_scientific_journal-6483	122	8	will	will	AUX
american_scientific_journal-6483	122	9	be	be	AUX
american_scientific_journal-6483	122	10	removed	remove	VERB
american_scientific_journal-6483	122	11	;	;	PUNCT
american_scientific_journal-6483	122	12	on	on	ADP
american_scientific_journal-6483	122	13	the	the	DET
american_scientific_journal-6483	122	14	basis	basis	NOUN
american_scientific_journal-6483	122	15	of	of	ADP
american_scientific_journal-6483	122	16	removing	remove	VERB
american_scientific_journal-6483	122	17	cracks	crack	NOUN
american_scientific_journal-6483	122	18	,	,	PUNCT
american_scientific_journal-6483	122	19	hatching	hatch	VERB
american_scientific_journal-6483	122	20	egg	egg	NOUN
american_scientific_journal-6483	122	21	with	with	ADP
american_scientific_journal-6483	122	22	larger	large	ADJ
american_scientific_journal-6483	122	23	air	air	NOUN
american_scientific_journal-6483	122	24	chamber	chamber	NOUN
american_scientific_journal-6483	122	25	are	be	AUX
american_scientific_journal-6483	122	26	not	not	PART
american_scientific_journal-6483	122	27	suitable	suitable	ADJ
american_scientific_journal-6483	122	28	for	for	ADP
american_scientific_journal-6483	122	29	cultivating	cultivate	VERB
american_scientific_journal-6483	122	30	avian	avian	ADJ
american_scientific_journal-6483	122	31	influenza	influenza	NOUN
american_scientific_journal-6483	122	32	vaccine	vaccine	NOUN
american_scientific_journal-6483	122	33	,	,	PUNCT
american_scientific_journal-6483	122	34	so	so	ADV
american_scientific_journal-6483	122	35	the	the	DET
american_scientific_journal-6483	122	36	larger	large	ADJ
american_scientific_journal-6483	122	37	air	air	NOUN
american_scientific_journal-6483	122	38	chamber	chamber	NOUN
american_scientific_journal-6483	122	39	eggs	egg	NOUN
american_scientific_journal-6483	122	40	are	be	AUX
american_scientific_journal-6483	122	41	removed	remove	VERB
american_scientific_journal-6483	122	42	on	on	ADP
american_scientific_journal-6483	122	43	the	the	DET
american_scientific_journal-6483	122	44	basis	basis	NOUN
american_scientific_journal-6483	122	45	of	of	ADP
american_scientific_journal-6483	122	46	eliminating	eliminate	VERB
american_scientific_journal-6483	122	47	cracked	cracked	ADJ
american_scientific_journal-6483	122	48	eggs	egg	NOUN
american_scientific_journal-6483	122	49	;	;	PUNCT
american_scientific_journal-6483	122	50	finally	finally	ADV
american_scientific_journal-6483	122	51	,	,	PUNCT
american_scientific_journal-6483	122	52	according	accord	VERB
american_scientific_journal-6483	122	53	to	to	ADP
american_scientific_journal-6483	122	54	the	the	DET
american_scientific_journal-6483	122	55	blood	blood	NOUN
american_scientific_journal-6483	122	56	vessel	vessel	NOUN
american_scientific_journal-6483	122	57	information	information	NOUN
american_scientific_journal-6483	122	58	obtained	obtain	VERB
american_scientific_journal-6483	122	59	by	by	ADP
american_scientific_journal-6483	122	60	the	the	DET
american_scientific_journal-6483	122	61	segmentation	segmentation	NOUN
american_scientific_journal-6483	122	62	result	result	NOUN
american_scientific_journal-6483	122	63	,	,	PUNCT
american_scientific_journal-6483	122	64	the	the	DET
american_scientific_journal-6483	122	65	hatching	hatch	VERB
american_scientific_journal-6483	122	66	egg	egg	NOUN
american_scientific_journal-6483	122	67	with	with	ADP
american_scientific_journal-6483	122	68	a	a	DET
american_scientific_journal-6483	122	69	relative	relative	ADJ
american_scientific_journal-6483	122	70	small	small	ADJ
american_scientific_journal-6483	122	71	blood	blood	NOUN
american_scientific_journal-6483	122	72	vessel	vessel	NOUN
american_scientific_journal-6483	122	73	ratio	ratio	NOUN
american_scientific_journal-6483	122	74	has	have	AUX
american_scientific_journal-6483	122	75	been	be	AUX
american_scientific_journal-6483	122	76	eliminated	eliminate	VERB
american_scientific_journal-6483	122	77	.	.	PUNCT
american_scientific_journal-6483	123	1	this	this	PRON
american_scientific_journal-6483	123	2	is	be	AUX
american_scientific_journal-6483	123	3	the	the	DET
american_scientific_journal-6483	123	4	process	process	NOUN
american_scientific_journal-6483	123	5	of	of	ADP
american_scientific_journal-6483	123	6	fertility	fertility	NOUN
american_scientific_journal-6483	123	7	detection	detection	NOUN
american_scientific_journal-6483	123	8	of	of	ADP
american_scientific_journal-6483	123	9	hatching	hatch	VERB
american_scientific_journal-6483	123	10	eggs	egg	NOUN
american_scientific_journal-6483	123	11	,	,	PUNCT
american_scientific_journal-6483	123	12	as	as	SCONJ
american_scientific_journal-6483	123	13	shown	show	VERB
american_scientific_journal-6483	123	14	in	in	ADP
american_scientific_journal-6483	123	15	figure	figure	NOUN
american_scientific_journal-6483	123	16	6	6	NUM
american_scientific_journal-6483	123	17	.	.	PUNCT
american_scientific_journal-6483	124	1	american	american	PROPN
american_scientific_journal-6483	124	2	scientific	scientific	ADJ
american_scientific_journal-6483	124	3	research	research	PROPN
american_scientific_journal-6483	124	4	journal	journal	NOUN
american_scientific_journal-6483	124	5	for	for	ADP
american_scientific_journal-6483	124	6	engineering	engineering	NOUN
american_scientific_journal-6483	124	7	,	,	PUNCT
american_scientific_journal-6483	124	8	technology	technology	NOUN
american_scientific_journal-6483	124	9	,	,	PUNCT
american_scientific_journal-6483	124	10	and	and	CCONJ
american_scientific_journal-6483	124	11	sciences	science	NOUN
american_scientific_journal-6483	124	12	(	(	PUNCT
american_scientific_journal-6483	124	13	asrjets	asrjet	NOUN
american_scientific_journal-6483	124	14	)	)	PUNCT
american_scientific_journal-6483	124	15	(	(	PUNCT
american_scientific_journal-6483	124	16	2020	2020	NUM
american_scientific_journal-6483	124	17	)	)	PUNCT
american_scientific_journal-6483	124	18	volume	volume	NOUN
american_scientific_journal-6483	124	19	74	74	NUM
american_scientific_journal-6483	124	20	,	,	PUNCT
american_scientific_journal-6483	124	21	no	no	DET
american_scientific_journal-6483	124	22	1	1	NUM
american_scientific_journal-6483	124	23	,	,	PUNCT
american_scientific_journal-6483	124	24	pp	pp	ADV
american_scientific_journal-6483	124	25	189	189	NUM
american_scientific_journal-6483	124	26	-	-	SYM
american_scientific_journal-6483	124	27	199	199	NUM
american_scientific_journal-6483	124	28	197	197	NUM
american_scientific_journal-6483	124	29	figure	figure	NOUN
american_scientific_journal-6483	124	30	6	6	NUM
american_scientific_journal-6483	124	31	:	:	PUNCT
american_scientific_journal-6483	124	32	a	a	DET
american_scientific_journal-6483	124	33	schematic	schematic	ADJ
american_scientific_journal-6483	124	34	diagram	diagram	NOUN
american_scientific_journal-6483	124	35	of	of	ADP
american_scientific_journal-6483	124	36	fertility	fertility	NOUN
american_scientific_journal-6483	124	37	detection	detection	NOUN
american_scientific_journal-6483	124	38	of	of	ADP
american_scientific_journal-6483	124	39	hatching	hatch	VERB
american_scientific_journal-6483	124	40	eggs	egg	NOUN
american_scientific_journal-6483	124	41	there	there	PRON
american_scientific_journal-6483	124	42	are	be	VERB
american_scientific_journal-6483	124	43	two	two	NUM
american_scientific_journal-6483	124	44	thresholds	threshold	NOUN
american_scientific_journal-6483	124	45	,	,	PUNCT
american_scientific_journal-6483	124	46	namely	namely	ADV
american_scientific_journal-6483	124	47	α	α	NOUN
american_scientific_journal-6483	124	48	and	and	CCONJ
american_scientific_journal-6483	124	49	β	β	NOUN
american_scientific_journal-6483	124	50	,	,	PUNCT
american_scientific_journal-6483	124	51	in	in	ADP
american_scientific_journal-6483	124	52	the	the	DET
american_scientific_journal-6483	124	53	schematic	schematic	ADJ
american_scientific_journal-6483	124	54	diagram	diagram	NOUN
american_scientific_journal-6483	124	55	of	of	ADP
american_scientific_journal-6483	124	56	fertility	fertility	NOUN
american_scientific_journal-6483	124	57	detection	detection	NOUN
american_scientific_journal-6483	124	58	of	of	ADP
american_scientific_journal-6483	124	59	hatching	hatch	VERB
american_scientific_journal-6483	124	60	eggs	egg	NOUN
american_scientific_journal-6483	124	61	.	.	PUNCT
american_scientific_journal-6483	125	1	in	in	ADP
american_scientific_journal-6483	125	2	this	this	DET
american_scientific_journal-6483	125	3	paper	paper	NOUN
american_scientific_journal-6483	125	4	,	,	PUNCT
american_scientific_journal-6483	125	5	we	we	PRON
american_scientific_journal-6483	125	6	experimented	experiment	VERB
american_scientific_journal-6483	125	7	with	with	ADP
american_scientific_journal-6483	125	8	multiple	multiple	ADJ
american_scientific_journal-6483	125	9	sets	set	NOUN
american_scientific_journal-6483	125	10	of	of	ADP
american_scientific_journal-6483	125	11	values	value	NOUN
american_scientific_journal-6483	125	12	in	in	ADP
american_scientific_journal-6483	125	13	the	the	DET
american_scientific_journal-6483	125	14	range	range	NOUN
american_scientific_journal-6483	125	15	of	of	ADP
american_scientific_journal-6483	125	16	0	0	NUM
american_scientific_journal-6483	125	17	to	to	PART
american_scientific_journal-6483	125	18	1	1	NUM
american_scientific_journal-6483	125	19	for	for	ADP
american_scientific_journal-6483	125	20	α	α	NOUN
american_scientific_journal-6483	125	21	and	and	CCONJ
american_scientific_journal-6483	125	22	β	β	NOUN
american_scientific_journal-6483	125	23	,	,	PUNCT
american_scientific_journal-6483	125	24	respectively	respectively	ADV
american_scientific_journal-6483	125	25	.	.	PUNCT
american_scientific_journal-6483	126	1	the	the	DET
american_scientific_journal-6483	126	2	experimental	experimental	ADJ
american_scientific_journal-6483	126	3	results	result	NOUN
american_scientific_journal-6483	126	4	show	show	VERB
american_scientific_journal-6483	126	5	that	that	SCONJ
american_scientific_journal-6483	126	6	the	the	DET
american_scientific_journal-6483	126	7	accuracy	accuracy	NOUN
american_scientific_journal-6483	126	8	of	of	ADP
american_scientific_journal-6483	126	9	fertility	fertility	NOUN
american_scientific_journal-6483	126	10	detection	detection	NOUN
american_scientific_journal-6483	126	11	of	of	ADP
american_scientific_journal-6483	126	12	hatching	hatch	VERB
american_scientific_journal-6483	126	13	eggs	egg	NOUN
american_scientific_journal-6483	126	14	is	be	AUX
american_scientific_journal-6483	126	15	the	the	DET
american_scientific_journal-6483	126	16	highest	high	ADJ
american_scientific_journal-6483	126	17	when	when	SCONJ
american_scientific_journal-6483	126	18	α	α	PROPN
american_scientific_journal-6483	126	19	and	and	CCONJ
american_scientific_journal-6483	126	20	β	β	X
american_scientific_journal-6483	126	21	are	be	AUX
american_scientific_journal-6483	126	22	taken	take	VERB
american_scientific_journal-6483	126	23	one	one	NUM
american_scientific_journal-6483	126	24	third	third	NOUN
american_scientific_journal-6483	126	25	respectively	respectively	ADV
american_scientific_journal-6483	126	26	.	.	PUNCT
american_scientific_journal-6483	127	1	in	in	ADP
american_scientific_journal-6483	127	2	order	order	NOUN
american_scientific_journal-6483	127	3	to	to	PART
american_scientific_journal-6483	127	4	illustrate	illustrate	VERB
american_scientific_journal-6483	127	5	the	the	DET
american_scientific_journal-6483	127	6	effectiveness	effectiveness	NOUN
american_scientific_journal-6483	127	7	of	of	ADP
american_scientific_journal-6483	127	8	the	the	DET
american_scientific_journal-6483	127	9	hatching	hatch	VERB
american_scientific_journal-6483	127	10	eggs	egg	NOUN
american_scientific_journal-6483	127	11	image	image	NOUN
american_scientific_journal-6483	127	12	segmentation	segmentation	NOUN
american_scientific_journal-6483	127	13	method	method	NOUN
american_scientific_journal-6483	127	14	based	base	VERB
american_scientific_journal-6483	127	15	on	on	ADP
american_scientific_journal-6483	127	16	dense	dense	ADJ
american_scientific_journal-6483	127	17	blocks	block	NOUN
american_scientific_journal-6483	127	18	and	and	CCONJ
american_scientific_journal-6483	127	19	the	the	DET
american_scientific_journal-6483	127	20	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	127	21	sampling	sampling	NOUN
american_scientific_journal-6483	127	22	of	of	ADP
american_scientific_journal-6483	127	23	pixels	pixel	NOUN
american_scientific_journal-6483	127	24	on	on	ADP
american_scientific_journal-6483	127	25	the	the	DET
american_scientific_journal-6483	127	26	fertility	fertility	NOUN
american_scientific_journal-6483	127	27	detection	detection	NOUN
american_scientific_journal-6483	127	28	of	of	ADP
american_scientific_journal-6483	127	29	hatching	hatch	VERB
american_scientific_journal-6483	127	30	eggs	egg	NOUN
american_scientific_journal-6483	127	31	,	,	PUNCT
american_scientific_journal-6483	127	32	the	the	DET
american_scientific_journal-6483	127	33	experiment	experiment	NOUN
american_scientific_journal-6483	127	34	compared	compare	VERB
american_scientific_journal-6483	127	35	the	the	DET
american_scientific_journal-6483	127	36	fertility	fertility	NOUN
american_scientific_journal-6483	127	37	detection	detection	NOUN
american_scientific_journal-6483	127	38	of	of	ADP
american_scientific_journal-6483	127	39	hatching	hatch	VERB
american_scientific_journal-6483	127	40	eggs	egg	NOUN
american_scientific_journal-6483	127	41	based	base	VERB
american_scientific_journal-6483	127	42	on	on	ADP
american_scientific_journal-6483	127	43	other	other	ADJ
american_scientific_journal-6483	127	44	image	image	NOUN
american_scientific_journal-6483	127	45	segmentation	segmentation	NOUN
american_scientific_journal-6483	127	46	methods	method	NOUN
american_scientific_journal-6483	127	47	.	.	PUNCT
american_scientific_journal-6483	128	1	the	the	DET
american_scientific_journal-6483	128	2	experimental	experimental	ADJ
american_scientific_journal-6483	128	3	results	result	NOUN
american_scientific_journal-6483	128	4	are	be	AUX
american_scientific_journal-6483	128	5	shown	show	VERB
american_scientific_journal-6483	128	6	in	in	ADP
american_scientific_journal-6483	128	7	table	table	NOUN
american_scientific_journal-6483	128	8	7	7	NUM
american_scientific_journal-6483	128	9	.	.	PUNCT
american_scientific_journal-6483	129	1	the	the	DET
american_scientific_journal-6483	129	2	effect	effect	NOUN
american_scientific_journal-6483	129	3	of	of	ADP
american_scientific_journal-6483	129	4	this	this	DET
american_scientific_journal-6483	129	5	method	method	NOUN
american_scientific_journal-6483	129	6	on	on	ADP
american_scientific_journal-6483	129	7	image	image	NOUN
american_scientific_journal-6483	129	8	segmentation	segmentation	NOUN
american_scientific_journal-6483	129	9	of	of	ADP
american_scientific_journal-6483	129	10	hatching	hatch	VERB
american_scientific_journal-6483	129	11	eggs	egg	NOUN
american_scientific_journal-6483	129	12	is	be	AUX
american_scientific_journal-6483	129	13	better	well	ADJ
american_scientific_journal-6483	129	14	than	than	ADP
american_scientific_journal-6483	129	15	the	the	DET
american_scientific_journal-6483	129	16	traditional	traditional	ADJ
american_scientific_journal-6483	129	17	image	image	NOUN
american_scientific_journal-6483	129	18	segmentation	segmentation	NOUN
american_scientific_journal-6483	129	19	algorithms	algorithm	NOUN
american_scientific_journal-6483	129	20	.	.	PUNCT
american_scientific_journal-6483	130	1	the	the	DET
american_scientific_journal-6483	130	2	accuracy	accuracy	NOUN
american_scientific_journal-6483	130	3	of	of	ADP
american_scientific_journal-6483	130	4	fertility	fertility	NOUN
american_scientific_journal-6483	130	5	detection	detection	NOUN
american_scientific_journal-6483	130	6	of	of	ADP
american_scientific_journal-6483	130	7	hatching	hatch	VERB
american_scientific_journal-6483	130	8	eggs	egg	NOUN
american_scientific_journal-6483	130	9	is	be	AUX
american_scientific_journal-6483	130	10	95.5	95.5	NUM
american_scientific_journal-6483	130	11	%	%	NOUN
american_scientific_journal-6483	130	12	,	,	PUNCT
american_scientific_journal-6483	130	13	which	which	PRON
american_scientific_journal-6483	130	14	is	be	AUX
american_scientific_journal-6483	130	15	much	much	ADV
american_scientific_journal-6483	130	16	better	well	ADJ
american_scientific_journal-6483	130	17	than	than	ADP
american_scientific_journal-6483	130	18	traditional	traditional	ADJ
american_scientific_journal-6483	130	19	image	image	NOUN
american_scientific_journal-6483	130	20	algorithms	algorithm	NOUN
american_scientific_journal-6483	130	21	.	.	PUNCT
american_scientific_journal-6483	131	1	table	table	NOUN
american_scientific_journal-6483	131	2	7	7	NUM
american_scientific_journal-6483	131	3	:	:	PUNCT
american_scientific_journal-6483	131	4	the	the	DET
american_scientific_journal-6483	131	5	accuracy	accuracy	NOUN
american_scientific_journal-6483	131	6	of	of	ADP
american_scientific_journal-6483	131	7	different	different	ADJ
american_scientific_journal-6483	131	8	activity	activity	NOUN
american_scientific_journal-6483	131	9	detection	detection	NOUN
american_scientific_journal-6483	131	10	methods	method	NOUN
american_scientific_journal-6483	131	11	method	method	VERB
american_scientific_journal-6483	131	12	segmentation	segmentation	NOUN
american_scientific_journal-6483	131	13	method	method	NOUN
american_scientific_journal-6483	131	14	classification	classification	NOUN
american_scientific_journal-6483	131	15	method	method	NOUN
american_scientific_journal-6483	131	16	detection	detection	NOUN
american_scientific_journal-6483	131	17	accuracy	accuracy	NOUN
american_scientific_journal-6483	132	1	xu	xu	PROPN
american_scientific_journal-6483	132	2	,	,	PUNCT
american_scientific_journal-6483	132	3	q.	q.	PROPN
american_scientific_journal-6483	132	4	l	l	PROPN
american_scientific_journal-6483	132	5	and	and	CCONJ
american_scientific_journal-6483	132	6	his	his	PRON
american_scientific_journal-6483	132	7	colleagues	colleague	NOUN
american_scientific_journal-6483	132	8	morphology	morphology	NOUN
american_scientific_journal-6483	132	9	methods	method	NOUN
american_scientific_journal-6483	132	10	knn	knn	VERB
american_scientific_journal-6483	132	11	90.8	90.8	NUM
american_scientific_journal-6483	132	12	%	%	NOUN
american_scientific_journal-6483	132	13	shan	shan	NOUN
american_scientific_journal-6483	132	14	,	,	PUNCT
american_scientific_journal-6483	132	15	b	b	NOUN
american_scientific_journal-6483	132	16	and	and	CCONJ
american_scientific_journal-6483	132	17	his	his	PRON
american_scientific_journal-6483	132	18	colleagues	colleague	NOUN
american_scientific_journal-6483	132	19	morphology	morphology	NOUN
american_scientific_journal-6483	132	20	methods	method	VERB
american_scientific_journal-6483	132	21	blood	blood	NOUN
american_scientific_journal-6483	132	22	vessels	vessel	NOUN
american_scientific_journal-6483	132	23	area	area	NOUN
american_scientific_journal-6483	132	24	ratio	ratio	NOUN
american_scientific_journal-6483	132	25	92.1	92.1	NUM
american_scientific_journal-6483	132	26	the	the	DET
american_scientific_journal-6483	132	27	proposed	propose	VERB
american_scientific_journal-6483	132	28	method	method	NOUN
american_scientific_journal-6483	132	29	egg	egg	NOUN
american_scientific_journal-6483	132	30	embryos	embryos	ADJ
american_scientific_journal-6483	132	31	tissue	tissue	NOUN
american_scientific_journal-6483	132	32	area	area	NOUN
american_scientific_journal-6483	132	33	ratio	ratio	NOUN
american_scientific_journal-6483	132	34	95.5	95.5	NUM
american_scientific_journal-6483	132	35	%	%	NOUN
american_scientific_journal-6483	132	36	6	6	NUM
american_scientific_journal-6483	132	37	.	.	PUNCT
american_scientific_journal-6483	133	1	conclusions	conclusion	NOUN
american_scientific_journal-6483	133	2	in	in	ADP
american_scientific_journal-6483	133	3	this	this	DET
american_scientific_journal-6483	133	4	paper	paper	NOUN
american_scientific_journal-6483	133	5	,	,	PUNCT
american_scientific_journal-6483	133	6	we	we	PRON
american_scientific_journal-6483	133	7	propose	propose	VERB
american_scientific_journal-6483	133	8	an	an	DET
american_scientific_journal-6483	133	9	image	image	NOUN
american_scientific_journal-6483	133	10	segmentation	segmentation	NOUN
american_scientific_journal-6483	133	11	method	method	NOUN
american_scientific_journal-6483	133	12	based	base	VERB
american_scientific_journal-6483	133	13	on	on	ADP
american_scientific_journal-6483	133	14	dense	dense	ADJ
american_scientific_journal-6483	133	15	blocks	block	NOUN
american_scientific_journal-6483	133	16	and	and	CCONJ
american_scientific_journal-6483	133	17	the	the	DET
american_scientific_journal-6483	133	18	hierarchical	hierarchical	ADJ
american_scientific_journal-6483	133	19	sampling	sampling	NOUN
american_scientific_journal-6483	133	20	of	of	ADP
american_scientific_journal-6483	133	21	pixels	pixel	NOUN
american_scientific_journal-6483	133	22	.	.	PUNCT
american_scientific_journal-6483	134	1	this	this	DET
american_scientific_journal-6483	134	2	method	method	NOUN
american_scientific_journal-6483	134	3	can	can	AUX
american_scientific_journal-6483	134	4	significantly	significantly	ADV
american_scientific_journal-6483	134	5	improve	improve	VERB
american_scientific_journal-6483	134	6	the	the	DET
american_scientific_journal-6483	134	7	segmentation	segmentation	NOUN
american_scientific_journal-6483	134	8	performance	performance	NOUN
american_scientific_journal-6483	134	9	.	.	PUNCT
american_scientific_journal-6483	135	1	the	the	DET
american_scientific_journal-6483	135	2	experimental	experimental	ADJ
american_scientific_journal-6483	135	3	objects	object	NOUN
american_scientific_journal-6483	135	4	are	be	AUX
american_scientific_journal-6483	135	5	hatching	hatch	VERB
american_scientific_journal-6483	135	6	egg	egg	NOUN
american_scientific_journal-6483	135	7	images	image	NOUN
american_scientific_journal-6483	135	8	before	before	ADP
american_scientific_journal-6483	135	9	9	9	NUM
american_scientific_journal-6483	135	10	days	day	NOUN
american_scientific_journal-6483	135	11	,	,	PUNCT
american_scientific_journal-6483	135	12	which	which	PRON
american_scientific_journal-6483	135	13	is	be	AUX
american_scientific_journal-6483	135	14	difficult	difficult	ADJ
american_scientific_journal-6483	135	15	to	to	PART
american_scientific_journal-6483	135	16	accurately	accurately	ADV
american_scientific_journal-6483	135	17	segment	segment	VERB
american_scientific_journal-6483	135	18	.	.	PUNCT
american_scientific_journal-6483	136	1	the	the	DET
american_scientific_journal-6483	136	2	experiment	experiment	NOUN
american_scientific_journal-6483	136	3	shows	show	VERB
american_scientific_journal-6483	136	4	that	that	SCONJ
american_scientific_journal-6483	136	5	the	the	DET
american_scientific_journal-6483	136	6	segmentation	segmentation	NOUN
american_scientific_journal-6483	136	7	results	result	VERB
american_scientific_journal-6483	136	8	for	for	ADP
american_scientific_journal-6483	136	9	hatching	hatch	VERB
american_scientific_journal-6483	136	10	egg	egg	NOUN
american_scientific_journal-6483	136	11	images	image	NOUN
american_scientific_journal-6483	136	12	from	from	ADP
american_scientific_journal-6483	136	13	this	this	DET
american_scientific_journal-6483	136	14	method	method	NOUN
american_scientific_journal-6483	136	15	are	be	AUX
american_scientific_journal-6483	136	16	better	well	ADJ
american_scientific_journal-6483	136	17	than	than	ADP
american_scientific_journal-6483	136	18	those	those	PRON
american_scientific_journal-6483	136	19	from	from	ADP
american_scientific_journal-6483	136	20	traditional	traditional	ADJ
american_scientific_journal-6483	136	21	image	image	NOUN
american_scientific_journal-6483	136	22	processing	processing	NOUN
american_scientific_journal-6483	136	23	algorithms	algorithm	NOUN
american_scientific_journal-6483	136	24	.	.	PUNCT
american_scientific_journal-6483	137	1	the	the	DET
american_scientific_journal-6483	137	2	miou	miou	NOUN
american_scientific_journal-6483	137	3	reached	reach	VERB
american_scientific_journal-6483	137	4	90.5	90.5	NUM
american_scientific_journal-6483	137	5	%	%	NOUN
american_scientific_journal-6483	137	6	.	.	PUNCT
american_scientific_journal-6483	138	1	we	we	PRON
american_scientific_journal-6483	138	2	also	also	ADV
american_scientific_journal-6483	138	3	believe	believe	VERB
american_scientific_journal-6483	138	4	that	that	SCONJ
american_scientific_journal-6483	138	5	the	the	DET
american_scientific_journal-6483	138	6	method	method	NOUN
american_scientific_journal-6483	138	7	proposed	propose	VERB
american_scientific_journal-6483	138	8	in	in	ADP
american_scientific_journal-6483	138	9	this	this	DET
american_scientific_journal-6483	138	10	paper	paper	NOUN
american_scientific_journal-6483	138	11	could	could	AUX
american_scientific_journal-6483	138	12	american	american	VERB
american_scientific_journal-6483	138	13	scientific	scientific	ADJ
american_scientific_journal-6483	138	14	research	research	NOUN
american_scientific_journal-6483	138	15	journal	journal	NOUN
american_scientific_journal-6483	138	16	for	for	ADP
american_scientific_journal-6483	138	17	engineering	engineering	NOUN
american_scientific_journal-6483	138	18	,	,	PUNCT
american_scientific_journal-6483	138	19	technology	technology	NOUN
american_scientific_journal-6483	138	20	,	,	PUNCT
american_scientific_journal-6483	138	21	and	and	CCONJ
american_scientific_journal-6483	138	22	sciences	science	NOUN
american_scientific_journal-6483	138	23	(	(	PUNCT
american_scientific_journal-6483	138	24	asrjets	asrjet	NOUN
american_scientific_journal-6483	138	25	)	)	PUNCT
american_scientific_journal-6483	138	26	(	(	PUNCT
american_scientific_journal-6483	138	27	2020	2020	NUM
american_scientific_journal-6483	138	28	)	)	PUNCT
american_scientific_journal-6483	138	29	volume	volume	NOUN
american_scientific_journal-6483	138	30	74	74	NUM
american_scientific_journal-6483	138	31	,	,	PUNCT
american_scientific_journal-6483	138	32	no	no	DET
american_scientific_journal-6483	138	33	1	1	NUM
american_scientific_journal-6483	138	34	,	,	PUNCT
american_scientific_journal-6483	138	35	pp	pp	ADV
american_scientific_journal-6483	138	36	189	189	NUM
american_scientific_journal-6483	138	37	-	-	SYM
american_scientific_journal-6483	138	38	199	199	NUM
american_scientific_journal-6483	138	39	198	198	NUM
american_scientific_journal-6483	138	40	be	be	AUX
american_scientific_journal-6483	138	41	used	use	VERB
american_scientific_journal-6483	138	42	for	for	ADP
american_scientific_journal-6483	138	43	other	other	ADJ
american_scientific_journal-6483	138	44	tasks	task	NOUN
american_scientific_journal-6483	138	45	,	,	PUNCT
american_scientific_journal-6483	138	46	such	such	ADJ
american_scientific_journal-6483	138	47	as	as	ADP
american_scientific_journal-6483	138	48	medical	medical	ADJ
american_scientific_journal-6483	138	49	diagnosis	diagnosis	NOUN
american_scientific_journal-6483	138	50	and	and	CCONJ
american_scientific_journal-6483	138	51	measuring	measure	VERB
american_scientific_journal-6483	138	52	tissue	tissue	NOUN
american_scientific_journal-6483	138	53	volumes	volume	NOUN
american_scientific_journal-6483	138	54	.	.	PUNCT
american_scientific_journal-6483	139	1	references	reference	NOUN
american_scientific_journal-6483	139	2	[	[	X
american_scientific_journal-6483	139	3	1	1	NUM
american_scientific_journal-6483	139	4	]	]	PUNCT
american_scientific_journal-6483	139	5	.	.	PUNCT
american_scientific_journal-6483	140	1	treanor	treanor	PROPN
american_scientific_journal-6483	140	2	j	j	PROPN
american_scientific_journal-6483	140	3	j	j	PROPN
american_scientific_journal-6483	140	4	,	,	PUNCT
american_scientific_journal-6483	140	5	campbell	campbell	PROPN
american_scientific_journal-6483	140	6	j	j	PROPN
american_scientific_journal-6483	140	7	d	d	PROPN
american_scientific_journal-6483	140	8	,	,	PUNCT
american_scientific_journal-6483	140	9	zangwill	zangwill	PROPN
american_scientific_journal-6483	140	10	k	k	PROPN
american_scientific_journal-6483	140	11	m	m	PROPN
american_scientific_journal-6483	140	12	,	,	PUNCT
american_scientific_journal-6483	140	13	rowe	rowe	PROPN
american_scientific_journal-6483	140	14	t	t	PROPN
american_scientific_journal-6483	140	15	and	and	CCONJ
american_scientific_journal-6483	140	16	wolff	wolff	NOUN
american_scientific_journal-6483	140	17	m.	m.	NOUN
american_scientific_journal-6483	140	18	“	"	PUNCT
american_scientific_journal-6483	140	19	safety	safety	NOUN
american_scientific_journal-6483	140	20	and	and	CCONJ
american_scientific_journal-6483	140	21	immunogenicity	immunogenicity	NOUN
american_scientific_journal-6483	140	22	of	of	ADP
american_scientific_journal-6483	140	23	an	an	DET
american_scientific_journal-6483	140	24	inactivated	inactivated	ADJ
american_scientific_journal-6483	140	25	subvirion	subvirion	NOUN
american_scientific_journal-6483	140	26	influenza	influenza	NOUN
american_scientific_journal-6483	140	27	a	a	DET
american_scientific_journal-6483	140	28	(	(	PUNCT
american_scientific_journal-6483	140	29	h5n1	h5n1	NOUN
american_scientific_journal-6483	140	30	)	)	PUNCT
american_scientific_journal-6483	140	31	vaccine	vaccine	NOUN
american_scientific_journal-6483	140	32	.	.	PUNCT
american_scientific_journal-6483	140	33	”	"	PUNCT
american_scientific_journal-6483	141	1	new	new	PROPN
american_scientific_journal-6483	141	2	england	england	PROPN
american_scientific_journal-6483	141	3	journal	journal	PROPN
american_scientific_journal-6483	141	4	of	of	ADP
american_scientific_journal-6483	141	5	medicine	medicine	NOUN
american_scientific_journal-6483	141	6	,	,	PUNCT
american_scientific_journal-6483	141	7	vol.354	vol.354	PROPN
american_scientific_journal-6483	141	8	,	,	PUNCT
american_scientific_journal-6483	141	9	pp	pp	ADJ
american_scientific_journal-6483	141	10	.	.	PUNCT
american_scientific_journal-6483	142	1	1343	1343	NUM
american_scientific_journal-6483	142	2	-	-	SYM
american_scientific_journal-6483	142	3	1351	1351	NUM
american_scientific_journal-6483	142	4	,	,	PUNCT
american_scientific_journal-6483	142	5	2006	2006	NUM
american_scientific_journal-6483	142	6	.	.	PUNCT
american_scientific_journal-6483	143	1	[	[	X
american_scientific_journal-6483	143	2	2	2	NUM
american_scientific_journal-6483	143	3	]	]	PUNCT
american_scientific_journal-6483	143	4	.	.	PUNCT
american_scientific_journal-6483	144	1	romanoff	romanoff	PROPN
american_scientific_journal-6483	144	2	a	a	DET
american_scientific_journal-6483	144	3	l	l	NOUN
american_scientific_journal-6483	144	4	and	and	CCONJ
american_scientific_journal-6483	144	5	frank	frank	PROPN
american_scientific_journal-6483	144	6	k.	k.	PROPN
american_scientific_journal-6483	145	1	“	"	PUNCT
american_scientific_journal-6483	145	2	high	high	ADJ
american_scientific_journal-6483	145	3	frequency	frequency	NOUN
american_scientific_journal-6483	145	4	conductivity	conductivity	NOUN
american_scientific_journal-6483	145	5	and	and	CCONJ
american_scientific_journal-6483	145	6	dielectric	dielectric	ADJ
american_scientific_journal-6483	145	7	effect	effect	NOUN
american_scientific_journal-6483	145	8	of	of	ADP
american_scientific_journal-6483	145	9	fresh	fresh	ADJ
american_scientific_journal-6483	145	10	fertile	fertile	ADJ
american_scientific_journal-6483	145	11	and	and	CCONJ
american_scientific_journal-6483	145	12	infertile	infertile	ADJ
american_scientific_journal-6483	145	13	hens'eggs	hens'egg	NOUN
american_scientific_journal-6483	145	14	.	.	PUNCT
american_scientific_journal-6483	145	15	”	"	PUNCT
american_scientific_journal-6483	146	1	experimental	experimental	ADJ
american_scientific_journal-6483	146	2	biology	biology	NOUN
american_scientific_journal-6483	146	3	&	&	CCONJ
american_scientific_journal-6483	146	4	medicine	medicine	NOUN
american_scientific_journal-6483	146	5	,	,	PUNCT
american_scientific_journal-6483	146	6	vol.47	vol.47	PROPN
american_scientific_journal-6483	146	7	,	,	PUNCT
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american_scientific_journal-6483	146	9	-	-	PUNCT
american_scientific_journal-6483	146	10	530	530	NUM
american_scientific_journal-6483	146	11	,	,	PUNCT
american_scientific_journal-6483	146	12	1941	1941	NUM
american_scientific_journal-6483	146	13	.	.	PUNCT
american_scientific_journal-6483	147	1	[	[	X
american_scientific_journal-6483	147	2	3	3	NUM
american_scientific_journal-6483	147	3	]	]	PUNCT
american_scientific_journal-6483	147	4	.	.	PUNCT
american_scientific_journal-6483	148	1	romanoff	romanoff	PROPN
american_scientific_journal-6483	148	2	a	a	DET
american_scientific_journal-6483	148	3	l.	l.	PROPN
american_scientific_journal-6483	148	4	“	"	PUNCT
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american_scientific_journal-6483	148	11	fresh	fresh	ADJ
american_scientific_journal-6483	148	12	eggs	egg	NOUN
american_scientific_journal-6483	148	13	by	by	ADP
american_scientific_journal-6483	148	14	radio‐	radio‐	NOUN
american_scientific_journal-6483	148	15	frequency	frequency	NOUN
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american_scientific_journal-6483	148	17	.	.	PUNCT
american_scientific_journal-6483	148	18	”	"	PUNCT
american_scientific_journal-6483	149	1	journal	journal	NOUN
american_scientific_journal-6483	149	2	of	of	ADP
american_scientific_journal-6483	149	3	food	food	NOUN
american_scientific_journal-6483	149	4	science	science	NOUN
american_scientific_journal-6483	149	5	,	,	PUNCT
american_scientific_journal-6483	149	6	vol.14	vol.14	NOUN
american_scientific_journal-6483	149	7	,	,	PUNCT
american_scientific_journal-6483	149	8	pp	pp	ADJ
american_scientific_journal-6483	149	9	.	.	PUNCT
american_scientific_journal-6483	150	1	310	310	NUM
american_scientific_journal-6483	150	2	-	-	SYM
american_scientific_journal-6483	150	3	313	313	NUM
american_scientific_journal-6483	150	4	,	,	PUNCT
american_scientific_journal-6483	150	5	1949	1949	NUM
american_scientific_journal-6483	150	6	.	.	PUNCT
american_scientific_journal-6483	151	1	[	[	X
american_scientific_journal-6483	151	2	4	4	NUM
american_scientific_journal-6483	151	3	]	]	PUNCT
american_scientific_journal-6483	151	4	.	.	PUNCT
american_scientific_journal-6483	152	1	sinha	sinha	PROPN
american_scientific_journal-6483	152	2	d	d	PROPN
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american_scientific_journal-6483	152	4	,	,	PUNCT
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american_scientific_journal-6483	152	7	g	g	NOUN
american_scientific_journal-6483	152	8	,	,	PUNCT
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american_scientific_journal-6483	152	10	w	w	PROPN
american_scientific_journal-6483	152	11	k	k	PROPN
american_scientific_journal-6483	152	12	and	and	CCONJ
american_scientific_journal-6483	152	13	lemanski	lemanski	PROPN
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american_scientific_journal-6483	152	15	“	"	PUNCT
american_scientific_journal-6483	152	16	acoustic	acoustic	ADJ
american_scientific_journal-6483	152	17	resonances	resonance	NOUN
american_scientific_journal-6483	152	18	in	in	ADP
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american_scientific_journal-6483	152	20	eggs	egg	NOUN
american_scientific_journal-6483	152	21	.	.	PUNCT
american_scientific_journal-6483	152	22	”	"	PUNCT
american_scientific_journal-6483	153	1	biotechnology	biotechnology	NOUN
american_scientific_journal-6483	153	2	progress	progress	NOUN
american_scientific_journal-6483	153	3	,	,	PUNCT
american_scientific_journal-6483	153	4	vol.8	vol.8	PROPN
american_scientific_journal-6483	153	5	,	,	PUNCT
american_scientific_journal-6483	153	6	pp.240	pp.240	PROPN
american_scientific_journal-6483	153	7	-	-	PUNCT
american_scientific_journal-6483	153	8	243	243	NUM
american_scientific_journal-6483	153	9	,	,	PUNCT
american_scientific_journal-6483	153	10	1992	1992	NUM
american_scientific_journal-6483	153	11	.	.	PUNCT
american_scientific_journal-6483	154	1	[	[	X
american_scientific_journal-6483	154	2	5	5	NUM
american_scientific_journal-6483	154	3	]	]	PUNCT
american_scientific_journal-6483	154	4	.	.	PUNCT
american_scientific_journal-6483	155	1	coucke	coucke	PROPN
american_scientific_journal-6483	155	2	p	p	PROPN
american_scientific_journal-6483	155	3	m	m	PROPN
american_scientific_journal-6483	155	4	,	,	PUNCT
american_scientific_journal-6483	155	5	room	room	NOUN
american_scientific_journal-6483	155	6	g	g	PROPN
american_scientific_journal-6483	155	7	m	m	PROPN
american_scientific_journal-6483	155	8	,	,	PUNCT
american_scientific_journal-6483	155	9	decuypere	decuypere	ADV
american_scientific_journal-6483	155	10	e	e	VERB
american_scientific_journal-6483	155	11	m	m	PROPN
american_scientific_journal-6483	155	12	and	and	CCONJ
american_scientific_journal-6483	155	13	de	de	ADP
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american_scientific_journal-6483	155	15	j	j	PROPN
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american_scientific_journal-6483	155	17	“	"	PUNCT
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american_scientific_journal-6483	155	19	embryo	embryo	NOUN
american_scientific_journal-6483	155	20	development	development	NOUN
american_scientific_journal-6483	155	21	in	in	ADP
american_scientific_journal-6483	155	22	chicken	chicken	NOUN
american_scientific_journal-6483	155	23	eggs	egg	NOUN
american_scientific_journal-6483	155	24	using	use	VERB
american_scientific_journal-6483	155	25	acoustic	acoustic	ADJ
american_scientific_journal-6483	155	26	resonance	resonance	NOUN
american_scientific_journal-6483	155	27	analysis	analysis	NOUN
american_scientific_journal-6483	155	28	.	.	PUNCT
american_scientific_journal-6483	155	29	”	"	PUNCT
american_scientific_journal-6483	156	1	biotechnology	biotechnology	NOUN
american_scientific_journal-6483	156	2	progress	progress	NOUN
american_scientific_journal-6483	156	3	,	,	PUNCT
american_scientific_journal-6483	156	4	vol.13	vol.13	NOUN
american_scientific_journal-6483	156	5	,	,	PUNCT
american_scientific_journal-6483	156	6	pp.474	pp.474	NOUN
american_scientific_journal-6483	156	7	-	-	PUNCT
american_scientific_journal-6483	156	8	478	478	NUM
american_scientific_journal-6483	156	9	,	,	PUNCT
american_scientific_journal-6483	156	10	1997	1997	NUM
american_scientific_journal-6483	156	11	.	.	PUNCT
american_scientific_journal-6483	157	1	[	[	X
american_scientific_journal-6483	157	2	6	6	NUM
american_scientific_journal-6483	157	3	]	]	PUNCT
american_scientific_journal-6483	157	4	.	.	PUNCT
american_scientific_journal-6483	158	1	cain	cain	PROPN
american_scientific_journal-6483	158	2	j	j	PROPN
american_scientific_journal-6483	158	3	r	r	PROPN
american_scientific_journal-6483	158	4	,	,	PUNCT
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american_scientific_journal-6483	158	6	u	u	PROPN
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american_scientific_journal-6483	158	8	and	and	CCONJ
american_scientific_journal-6483	158	9	rogallo	rogallo	VERB
american_scientific_journal-6483	158	10	v	v	ADP
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american_scientific_journal-6483	158	12	“	"	PUNCT
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american_scientific_journal-6483	158	14	rate	rate	NOUN
american_scientific_journal-6483	158	15	of	of	ADP
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american_scientific_journal-6483	158	19	embryo	embryo	NOUN
american_scientific_journal-6483	158	20	.	.	PUNCT
american_scientific_journal-6483	158	21	”	"	PUNCT
american_scientific_journal-6483	159	1	proceedings	proceeding	NOUN
american_scientific_journal-6483	159	2	of	of	ADP
american_scientific_journal-6483	159	3	the	the	DET
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american_scientific_journal-6483	159	5	for	for	ADP
american_scientific_journal-6483	159	6	experimental	experimental	ADJ
american_scientific_journal-6483	159	7	biology	biology	NOUN
american_scientific_journal-6483	159	8	&	&	CCONJ
american_scientific_journal-6483	159	9	medicine	medicine	PROPN
american_scientific_journal-6483	159	10	society	society	NOUN
american_scientific_journal-6483	159	11	for	for	ADP
american_scientific_journal-6483	159	12	experimental	experimental	ADJ
american_scientific_journal-6483	159	13	biology	biology	NOUN
american_scientific_journal-6483	159	14	&	&	CCONJ
american_scientific_journal-6483	159	15	medicine	medicine	NOUN
american_scientific_journal-6483	159	16	,	,	PUNCT
american_scientific_journal-6483	159	17	vol.126	vol.126	NOUN
american_scientific_journal-6483	159	18	,	,	PUNCT
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american_scientific_journal-6483	159	20	-	-	PUNCT
american_scientific_journal-6483	159	21	510	510	NUM
american_scientific_journal-6483	159	22	,	,	PUNCT
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american_scientific_journal-6483	159	24	.	.	PUNCT
american_scientific_journal-6483	160	1	[	[	X
american_scientific_journal-6483	160	2	7	7	NUM
american_scientific_journal-6483	160	3	]	]	PUNCT
american_scientific_journal-6483	160	4	.	.	PUNCT
american_scientific_journal-6483	161	1	suzuki	suzuki	PROPN
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american_scientific_journal-6483	161	3	,	,	PUNCT
american_scientific_journal-6483	161	4	musashi	musashi	PROPN
american_scientific_journal-6483	161	5	h	h	PROPN
american_scientific_journal-6483	161	6	and	and	CCONJ
american_scientific_journal-6483	161	7	tazawa	tazawa	PROPN
american_scientific_journal-6483	161	8	h.	h.	PROPN
american_scientific_journal-6483	161	9	“	"	PUNCT
american_scientific_journal-6483	161	10	noninvasive	noninvasive	ADJ
american_scientific_journal-6483	161	11	heart	heart	NOUN
american_scientific_journal-6483	161	12	rate	rate	NOUN
american_scientific_journal-6483	161	13	monitoring	monitoring	NOUN
american_scientific_journal-6483	161	14	system	system	NOUN
american_scientific_journal-6483	161	15	for	for	ADP
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american_scientific_journal-6483	161	22	.	.	PUNCT
american_scientific_journal-6483	161	23	”	"	PUNCT
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american_scientific_journal-6483	162	2	&	&	CCONJ
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american_scientific_journal-6483	162	5	&	&	CCONJ
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american_scientific_journal-6483	162	7	,	,	PUNCT
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american_scientific_journal-6483	162	9	,	,	PUNCT
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american_scientific_journal-6483	162	11	,	,	PUNCT
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american_scientific_journal-6483	162	13	.	.	PUNCT
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american_scientific_journal-6483	163	2	8	8	NUM
american_scientific_journal-6483	163	3	]	]	PUNCT
american_scientific_journal-6483	163	4	.	.	PUNCT
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american_scientific_journal-6483	164	2	r	r	PROPN
american_scientific_journal-6483	164	3	,	,	PUNCT
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american_scientific_journal-6483	164	5	m	m	PROPN
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american_scientific_journal-6483	164	9	“	"	PUNCT
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american_scientific_journal-6483	164	12	:	:	PUNCT
american_scientific_journal-6483	164	13	a	a	DET
american_scientific_journal-6483	164	14	new	new	ADJ
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american_scientific_journal-6483	164	18	the	the	DET
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american_scientific_journal-6483	164	24	.	.	PUNCT
american_scientific_journal-6483	164	25	”	"	PUNCT
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american_scientific_journal-6483	165	3	,	,	PUNCT
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american_scientific_journal-6483	165	5	,	,	PUNCT
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american_scientific_journal-6483	165	7	-	-	PUNCT
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american_scientific_journal-6483	165	9	.	.	PUNCT
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american_scientific_journal-6483	166	2	9	9	NUM
american_scientific_journal-6483	166	3	]	]	PUNCT
american_scientific_journal-6483	166	4	.	.	PUNCT
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american_scientific_journal-6483	167	2	t	t	PROPN
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american_scientific_journal-6483	167	4	,	,	PUNCT
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american_scientific_journal-6483	167	6	m	m	PROPN
american_scientific_journal-6483	167	7	,	,	PUNCT
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american_scientific_journal-6483	167	9	a	a	PRON
american_scientific_journal-6483	167	10	,	,	PUNCT
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american_scientific_journal-6483	167	12	m	m	PROPN
american_scientific_journal-6483	167	13	,	,	PUNCT
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american_scientific_journal-6483	167	20	“	"	PUNCT
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american_scientific_journal-6483	167	28	.	.	PUNCT
american_scientific_journal-6483	167	29	”	"	PUNCT
american_scientific_journal-6483	168	1	developmental	developmental	ADJ
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american_scientific_journal-6483	168	3	,	,	PUNCT
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american_scientific_journal-6483	168	5	,	,	PUNCT
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american_scientific_journal-6483	168	7	-	-	PUNCT
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american_scientific_journal-6483	168	9	.	.	PUNCT
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american_scientific_journal-6483	169	4	.	.	PUNCT
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american_scientific_journal-6483	170	3	a	a	PRON
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american_scientific_journal-6483	170	8	“	"	PUNCT
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american_scientific_journal-6483	170	20	.	.	PUNCT
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american_scientific_journal-6483	171	4	&	&	CCONJ
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american_scientific_journal-6483	171	6	,	,	PUNCT
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american_scientific_journal-6483	171	8	,	,	PUNCT
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american_scientific_journal-6483	171	10	-	-	NOUN
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american_scientific_journal-6483	171	12	.	.	PUNCT
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american_scientific_journal-6483	172	4	.	.	PUNCT
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american_scientific_journal-6483	174	7	,	,	PUNCT
american_scientific_journal-6483	174	8	lawrence	lawrence	PROPN
american_scientific_journal-6483	174	9	k	k	PROPN
american_scientific_journal-6483	174	10	c	c	PROPN
american_scientific_journal-6483	174	11	,	,	PUNCT
american_scientific_journal-6483	174	12	park	park	NOUN
american_scientific_journal-6483	174	13	b	b	PROPN
american_scientific_journal-6483	174	14	and	and	CCONJ
american_scientific_journal-6483	174	15	heitschmidt	heitschmidt	PROPN
american_scientific_journal-6483	174	16	g	g	PROPN
american_scientific_journal-6483	174	17	w.	w.	PROPN
american_scientific_journal-6483	174	18	“	"	PUNCT
american_scientific_journal-6483	174	19	detection	detection	NOUN
american_scientific_journal-6483	174	20	of	of	ADP
american_scientific_journal-6483	174	21	fertility	fertility	NOUN
american_scientific_journal-6483	174	22	and	and	CCONJ
american_scientific_journal-6483	174	23	early	early	ADJ
american_scientific_journal-6483	174	24	development	development	NOUN
american_scientific_journal-6483	174	25	of	of	ADP
american_scientific_journal-6483	174	26	hatching	hatch	VERB
american_scientific_journal-6483	174	27	eggs	egg	NOUN
american_scientific_journal-6483	174	28	with	with	ADP
american_scientific_journal-6483	174	29	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	174	30	imaging	imaging	NOUN
american_scientific_journal-6483	174	31	.	.	PUNCT
american_scientific_journal-6483	174	32	”	"	PUNCT
american_scientific_journal-6483	175	1	xith	xith	PROPN
american_scientific_journal-6483	175	2	european	european	ADJ
american_scientific_journal-6483	175	3	symposium	symposium	NOUN
american_scientific_journal-6483	175	4	on	on	ADP
american_scientific_journal-6483	175	5	the	the	DET
american_scientific_journal-6483	175	6	quality	quality	NOUN
american_scientific_journal-6483	175	7	of	of	ADP
american_scientific_journal-6483	175	8	eggs	egg	NOUN
american_scientific_journal-6483	175	9	and	and	CCONJ
american_scientific_journal-6483	175	10	egg	egg	NOUN
american_scientific_journal-6483	175	11	products	product	NOUN
american_scientific_journal-6483	175	12	,	,	PUNCT
american_scientific_journal-6483	175	13	2005	2005	NUM
american_scientific_journal-6483	175	14	,	,	PUNCT
american_scientific_journal-6483	175	15	pp.176	pp.176	NOUN
american_scientific_journal-6483	175	16	-	-	PUNCT
american_scientific_journal-6483	175	17	180	180	NUM
american_scientific_journal-6483	175	18	.	.	PUNCT
american_scientific_journal-6483	176	1	[	[	X
american_scientific_journal-6483	176	2	12	12	NUM
american_scientific_journal-6483	176	3	]	]	PUNCT
american_scientific_journal-6483	176	4	.	.	PUNCT
american_scientific_journal-6483	177	1	jones	jones	PROPN
american_scientific_journal-6483	177	2	s	s	PROPN
american_scientific_journal-6483	177	3	t	t	PROPN
american_scientific_journal-6483	177	4	,	,	PUNCT
american_scientific_journal-6483	177	5	shattuck	shattuck	NOUN
american_scientific_journal-6483	177	6	r	r	NOUN
american_scientific_journal-6483	177	7	e	e	NOUN
american_scientific_journal-6483	177	8	and	and	CCONJ
american_scientific_journal-6483	177	9	center	center	VERB
american_scientific_journal-6483	177	10	a	a	DET
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american_scientific_journal-6483	177	12	“	"	PUNCT
american_scientific_journal-6483	177	13	detection	detection	NOUN
american_scientific_journal-6483	177	14	of	of	ADP
american_scientific_journal-6483	177	15	early	early	ADJ
american_scientific_journal-6483	177	16	embryonic	embryonic	ADJ
american_scientific_journal-6483	177	17	development	development	NOUN
american_scientific_journal-6483	177	18	in	in	ADP
american_scientific_journal-6483	177	19	hatehing	hatehe	VERB
american_scientific_journal-6483	177	20	eggs	egg	NOUN
american_scientific_journal-6483	177	21	:	:	PUNCT
american_scientific_journal-6483	177	22	a	a	DET
american_scientific_journal-6483	177	23	hyperspcctral	hyperspcctral	ADJ
american_scientific_journal-6483	177	24	imaging	imaging	NOUN
american_scientific_journal-6483	177	25	systems	system	NOUN
american_scientific_journal-6483	177	26	and	and	CCONJ
american_scientific_journal-6483	177	27	neural	neural	ADJ
american_scientific_journal-6483	177	28	network	network	NOUN
american_scientific_journal-6483	177	29	approach	approach	NOUN
american_scientific_journal-6483	177	30	.	.	PUNCT
american_scientific_journal-6483	177	31	”	"	PUNCT
american_scientific_journal-6483	178	1	johns	johns	PROPN
american_scientific_journal-6483	178	2	hopkins	hopkins	PROPN
american_scientific_journal-6483	178	3	apl	apl	PROPN
american_scientific_journal-6483	178	4	thchnical	thchnical	ADJ
american_scientific_journal-6483	178	5	digest	digest	NOUN
american_scientific_journal-6483	178	6	,	,	PUNCT
american_scientific_journal-6483	178	7	2005	2005	NUM
american_scientific_journal-6483	178	8	,	,	PUNCT
american_scientific_journal-6483	178	9	pp.67	pp.67	NOUN
american_scientific_journal-6483	178	10	-	-	PUNCT
american_scientific_journal-6483	178	11	73	73	NUM
american_scientific_journal-6483	178	12	.	.	PUNCT
american_scientific_journal-6483	179	1	[	[	X
american_scientific_journal-6483	179	2	13	13	NUM
american_scientific_journal-6483	179	3	]	]	PUNCT
american_scientific_journal-6483	179	4	.	.	PUNCT
american_scientific_journal-6483	180	1	smith	smith	PROPN
american_scientific_journal-6483	181	1	d	d	PROPN
american_scientific_journal-6483	181	2	p	p	PROPN
american_scientific_journal-6483	181	3	,	,	PUNCT
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american_scientific_journal-6483	181	5	k	k	PROPN
american_scientific_journal-6483	181	6	c	c	PROPN
american_scientific_journal-6483	181	7	and	and	CCONJ
american_scientific_journal-6483	181	8	heitschmidt	heitschmidt	PROPN
american_scientific_journal-6483	181	9	g	g	PROPN
american_scientific_journal-6483	181	10	w.	w.	PROPN
american_scientific_journal-6483	181	11	“	"	PUNCT
american_scientific_journal-6483	181	12	fertility	fertility	NOUN
american_scientific_journal-6483	181	13	and	and	CCONJ
american_scientific_journal-6483	181	14	embryo	embryo	NOUN
american_scientific_journal-6483	181	15	development	development	NOUN
american_scientific_journal-6483	181	16	of	of	ADP
american_scientific_journal-6483	181	17	broiler	broiler	NOUN
american_scientific_journal-6483	181	18	hatching	hatch	VERB
american_scientific_journal-6483	181	19	eggs	egg	NOUN
american_scientific_journal-6483	181	20	evaluated	evaluate	VERB
american_scientific_journal-6483	181	21	with	with	ADP
american_scientific_journal-6483	181	22	a	a	DET
american_scientific_journal-6483	181	23	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	181	24	imaging	imaging	NOUN
american_scientific_journal-6483	181	25	and	and	CCONJ
american_scientific_journal-6483	181	26	predictive	predictive	ADJ
american_scientific_journal-6483	181	27	modeling	modeling	NOUN
american_scientific_journal-6483	181	28	system	system	NOUN
american_scientific_journal-6483	181	29	.	.	PUNCT
american_scientific_journal-6483	181	30	”	"	PUNCT
american_scientific_journal-6483	182	1	international	international	ADJ
american_scientific_journal-6483	182	2	journal	journal	NOUN
american_scientific_journal-6483	182	3	of	of	ADP
american_scientific_journal-6483	182	4	poultry	poultry	NOUN
american_scientific_journal-6483	182	5	science	science	NOUN
american_scientific_journal-6483	182	6	,	,	PUNCT
american_scientific_journal-6483	182	7	vol.7	vol.7	PROPN
american_scientific_journal-6483	182	8	,	,	PUNCT
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american_scientific_journal-6483	182	10	-	-	PUNCT
american_scientific_journal-6483	182	11	5101004	5101004	NUM
american_scientific_journal-6483	182	12	,	,	PUNCT
american_scientific_journal-6483	182	13	2008	2008	NUM
american_scientific_journal-6483	182	14	.	.	PUNCT
american_scientific_journal-6483	183	1	[	[	X
american_scientific_journal-6483	183	2	14	14	NUM
american_scientific_journal-6483	183	3	]	]	PUNCT
american_scientific_journal-6483	183	4	.	.	PUNCT
american_scientific_journal-6483	184	1	liu	liu	PROPN
american_scientific_journal-6483	184	2	l	l	PROPN
american_scientific_journal-6483	184	3	and	and	CCONJ
american_scientific_journal-6483	184	4	ngadi	ngadi	PROPN
american_scientific_journal-6483	185	1	m	m	PROPN
american_scientific_journal-6483	185	2	o.	o.	NOUN
american_scientific_journal-6483	185	3	“	"	PUNCT
american_scientific_journal-6483	185	4	detecting	detect	VERB
american_scientific_journal-6483	185	5	fertility	fertility	NOUN
american_scientific_journal-6483	185	6	and	and	CCONJ
american_scientific_journal-6483	185	7	early	early	ADJ
american_scientific_journal-6483	185	8	embryo	embryo	NOUN
american_scientific_journal-6483	185	9	development	development	NOUN
american_scientific_journal-6483	185	10	of	of	ADP
american_scientific_journal-6483	185	11	chicken	chicken	NOUN
american_scientific_journal-6483	185	12	eggs	egg	NOUN
american_scientific_journal-6483	185	13	using	use	VERB
american_scientific_journal-6483	185	14	near	near	ADV
american_scientific_journal-6483	185	15	-	-	PUNCT
american_scientific_journal-6483	185	16	infrared	infrared	ADJ
american_scientific_journal-6483	185	17	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	185	18	imaging	imaging	NOUN
american_scientific_journal-6483	185	19	.	.	PUNCT
american_scientific_journal-6483	185	20	”	"	PUNCT
american_scientific_journal-6483	186	1	food	food	NOUN
american_scientific_journal-6483	186	2	and	and	CCONJ
american_scientific_journal-6483	186	3	bioprocess	bioprocess	NOUN
american_scientific_journal-6483	186	4	technology	technology	NOUN
american_scientific_journal-6483	186	5	,	,	PUNCT
american_scientific_journal-6483	186	6	vol.6	vol.6	PROPN
american_scientific_journal-6483	186	7	,	,	PUNCT
american_scientific_journal-6483	186	8	pp.2503	pp.2503	PROPN
american_scientific_journal-6483	186	9	-	-	NOUN
american_scientific_journal-6483	186	10	2513,2013	2513,2013	NOUN
american_scientific_journal-6483	186	11	.	.	PUNCT
american_scientific_journal-6483	187	1	[	[	X
american_scientific_journal-6483	187	2	15	15	NUM
american_scientific_journal-6483	187	3	]	]	PUNCT
american_scientific_journal-6483	187	4	.	.	PUNCT
american_scientific_journal-6483	188	1	zhu	zhu	PROPN
american_scientific_journal-6483	189	1	z	z	X
american_scientific_journal-6483	189	2	,	,	PUNCT
american_scientific_journal-6483	189	3	liu	liu	PROPN
american_scientific_journal-6483	189	4	t	t	PROPN
american_scientific_journal-6483	189	5	and	and	CCONJ
american_scientific_journal-6483	189	6	ma	ma	PROPN
american_scientific_journal-6483	189	7	m.	m.	NOUN
american_scientific_journal-6483	189	8	“	"	PUNCT
american_scientific_journal-6483	189	9	hatching	hatch	VERB
american_scientific_journal-6483	189	10	eggs	egg	NOUN
american_scientific_journal-6483	189	11	nondestructive	nondestructive	ADJ
american_scientific_journal-6483	189	12	detection	detection	NOUN
american_scientific_journal-6483	189	13	based	base	VERB
american_scientific_journal-6483	189	14	on	on	ADP
american_scientific_journal-6483	189	15	hyperspectral	hyperspectral	ADJ
american_scientific_journal-6483	189	16	-	-	PUNCT
american_scientific_journal-6483	189	17	imaging	imaging	ADJ
american_scientific_journal-6483	189	18	american	american	ADJ
american_scientific_journal-6483	189	19	scientific	scientific	ADJ
american_scientific_journal-6483	189	20	research	research	NOUN
american_scientific_journal-6483	189	21	journal	journal	NOUN
american_scientific_journal-6483	189	22	for	for	ADP
american_scientific_journal-6483	189	23	engineering	engineering	NOUN
american_scientific_journal-6483	189	24	,	,	PUNCT
american_scientific_journal-6483	189	25	technology	technology	NOUN
american_scientific_journal-6483	189	26	,	,	PUNCT
american_scientific_journal-6483	189	27	and	and	CCONJ
american_scientific_journal-6483	189	28	sciences	science	NOUN
american_scientific_journal-6483	189	29	(	(	PUNCT
american_scientific_journal-6483	189	30	asrjets	asrjet	NOUN
american_scientific_journal-6483	189	31	)	)	PUNCT
american_scientific_journal-6483	189	32	(	(	PUNCT
american_scientific_journal-6483	189	33	2020	2020	NUM
american_scientific_journal-6483	189	34	)	)	PUNCT
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american_scientific_journal-6483	189	37	,	,	PUNCT
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american_scientific_journal-6483	189	39	1	1	NUM
american_scientific_journal-6483	189	40	,	,	PUNCT
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american_scientific_journal-6483	189	43	-	-	SYM
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american_scientific_journal-6483	189	45	199	199	NUM
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american_scientific_journal-6483	189	49	.	.	PUNCT
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american_scientific_journal-6483	190	4	/	/	SYM
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american_scientific_journal-6483	190	10	of	of	ADP
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american_scientific_journal-6483	190	12	engineering	engineering	NOUN
american_scientific_journal-6483	190	13	,	,	PUNCT
american_scientific_journal-6483	190	14	vol.31	vol.31	ADJ
american_scientific_journal-6483	190	15	,	,	PUNCT
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american_scientific_journal-6483	190	17	-	-	PUNCT
american_scientific_journal-6483	190	18	292	292	NUM
american_scientific_journal-6483	190	19	,	,	PUNCT
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american_scientific_journal-6483	190	21	.	.	PUNCT
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american_scientific_journal-6483	191	3	]	]	PUNCT
american_scientific_journal-6483	191	4	.	.	PUNCT
american_scientific_journal-6483	192	1	das	das	PROPN
american_scientific_journal-6483	192	2	k	k	PROPN
american_scientific_journal-6483	192	3	and	and	CCONJ
american_scientific_journal-6483	192	4	evans	evans	PROPN
american_scientific_journal-6483	192	5	m	m	PROPN
american_scientific_journal-6483	192	6	d.	d.	PROPN
american_scientific_journal-6483	192	7	“	"	PUNCT
american_scientific_journal-6483	192	8	detecting	detect	VERB
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american_scientific_journal-6483	192	10	of	of	ADP
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american_scientific_journal-6483	192	12	eggs	egg	NOUN
american_scientific_journal-6483	192	13	using	use	VERB
american_scientific_journal-6483	192	14	machine	machine	NOUN
american_scientific_journal-6483	192	15	vision	vision	PROPN
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american_scientific_journal-6483	192	20	.	.	PUNCT
american_scientific_journal-6483	192	21	”	"	PUNCT
american_scientific_journal-6483	192	22	transactions	transaction	NOUN
american_scientific_journal-6483	192	23	of	of	ADP
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american_scientific_journal-6483	192	26	,	,	PUNCT
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american_scientific_journal-6483	192	28	,	,	PUNCT
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american_scientific_journal-6483	192	30	-	-	PUNCT
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american_scientific_journal-6483	192	32	,	,	PUNCT
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american_scientific_journal-6483	192	34	.	.	PUNCT
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american_scientific_journal-6483	193	4	.	.	PUNCT
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american_scientific_journal-6483	194	5	m	m	PROPN
american_scientific_journal-6483	194	6	d.	d.	PROPN
american_scientific_journal-6483	194	7	“	"	PUNCT
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american_scientific_journal-6483	194	21	.	.	PUNCT
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american_scientific_journal-6483	194	24	of	of	ADP
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american_scientific_journal-6483	194	27	,	,	PUNCT
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american_scientific_journal-6483	194	29	,	,	PUNCT
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american_scientific_journal-6483	194	31	-	-	PUNCT
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american_scientific_journal-6483	194	35	.	.	PUNCT
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american_scientific_journal-6483	197	4	f	f	PROPN
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american_scientific_journal-6483	197	16	spf	spf	ADJ
american_scientific_journal-6483	197	17	eggs	egg	NOUN
american_scientific_journal-6483	197	18	in	in	ADP
american_scientific_journal-6483	197	19	vaccine	vaccine	NOUN
american_scientific_journal-6483	197	20	manufacture	manufacture	NOUN
american_scientific_journal-6483	197	21	.	.	PUNCT
american_scientific_journal-6483	197	22	”	"	PUNCT
american_scientific_journal-6483	198	1	proceedings	proceeding	NOUN
american_scientific_journal-6483	198	2	of	of	ADP
american_scientific_journal-6483	198	3	the	the	DET
american_scientific_journal-6483	198	4	26th	26th	ADJ
american_scientific_journal-6483	198	5	chinese	chinese	ADJ
american_scientific_journal-6483	198	6	control	control	NOUN
american_scientific_journal-6483	198	7	and	and	CCONJ
american_scientific_journal-6483	198	8	decision	decision	NOUN
american_scientific_journal-6483	198	9	conference	conference	NOUN
american_scientific_journal-6483	198	10	,	,	PUNCT
american_scientific_journal-6483	198	11	changsha	changsha	PROPN
american_scientific_journal-6483	198	12	,	,	PUNCT
american_scientific_journal-6483	198	13	peoples	people	NOUN
american_scientific_journal-6483	198	14	r	r	PROPN
american_scientific_journal-6483	198	15	china	china	PROPN
american_scientific_journal-6483	198	16	,	,	PUNCT
american_scientific_journal-6483	198	17	2014	2014	NUM
american_scientific_journal-6483	198	18	,	,	PUNCT
american_scientific_journal-6483	198	19	pp.1574	pp.1574	PROPN
american_scientific_journal-6483	198	20	-	-	PUNCT
american_scientific_journal-6483	198	21	1579	1579	NUM
american_scientific_journal-6483	198	22	.	.	PUNCT
american_scientific_journal-6483	199	1	[	[	X
american_scientific_journal-6483	199	2	19	19	NUM
american_scientific_journal-6483	199	3	]	]	PUNCT
american_scientific_journal-6483	199	4	.	.	PUNCT
american_scientific_journal-6483	200	1	shan	shan	PROPN
american_scientific_journal-6483	200	2	b.	b.	PROPN
american_scientific_journal-6483	201	1	“	"	PUNCT
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american_scientific_journal-6483	201	3	detection	detection	NOUN
american_scientific_journal-6483	201	4	of	of	ADP
american_scientific_journal-6483	201	5	middle	middle	ADJ
american_scientific_journal-6483	201	6	-	-	PUNCT
american_scientific_journal-6483	201	7	stage	stage	NOUN
american_scientific_journal-6483	201	8	hatching	hatch	VERB
american_scientific_journal-6483	201	9	egg	egg	NOUN
american_scientific_journal-6483	201	10	in	in	ADP
american_scientific_journal-6483	201	11	vaccine	vaccine	NOUN
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american_scientific_journal-6483	201	13	using	use	VERB
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american_scientific_journal-6483	201	15	vision	vision	NOUN
american_scientific_journal-6483	201	16	.	.	PUNCT
american_scientific_journal-6483	201	17	”	"	PUNCT
american_scientific_journal-6483	202	1	proceedings	proceeding	NOUN
american_scientific_journal-6483	202	2	of	of	ADP
american_scientific_journal-6483	202	3	the	the	DET
american_scientific_journal-6483	202	4	second	second	ADJ
american_scientific_journal-6483	202	5	international	international	ADJ
american_scientific_journal-6483	202	6	workshop	workshop	NOUN
american_scientific_journal-6483	202	7	on	on	ADP
american_scientific_journal-6483	202	8	education	education	NOUN
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american_scientific_journal-6483	202	10	and	and	CCONJ
american_scientific_journal-6483	202	11	computer	computer	NOUN
american_scientific_journal-6483	202	12	science	science	NOUN
american_scientific_journal-6483	202	13	,	,	PUNCT
american_scientific_journal-6483	202	14	wuhan	wuhan	PROPN
american_scientific_journal-6483	202	15	,	,	PUNCT
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american_scientific_journal-6483	202	17	,	,	PUNCT
american_scientific_journal-6483	202	18	2010	2010	NUM
american_scientific_journal-6483	202	19	,	,	PUNCT
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american_scientific_journal-6483	202	21	-	-	PUNCT
american_scientific_journal-6483	202	22	98	98	NUM
american_scientific_journal-6483	202	23	.	.	PUNCT
american_scientific_journal-6483	203	1	[	[	X
american_scientific_journal-6483	203	2	20	20	NUM
american_scientific_journal-6483	203	3	]	]	PUNCT
american_scientific_journal-6483	203	4	.	.	PUNCT
american_scientific_journal-6483	204	1	he	he	PRON
american_scientific_journal-6483	204	2	k	k	PROPN
american_scientific_journal-6483	204	3	,	,	PUNCT
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american_scientific_journal-6483	204	5	x	x	PROPN
american_scientific_journal-6483	204	6	,	,	PUNCT
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american_scientific_journal-6483	204	9	and	and	CCONJ
american_scientific_journal-6483	204	10	sun	sun	PROPN
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american_scientific_journal-6483	204	12	“	"	PUNCT
american_scientific_journal-6483	204	13	deep	deep	ADJ
american_scientific_journal-6483	204	14	residual	residual	ADJ
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american_scientific_journal-6483	204	16	for	for	ADP
american_scientific_journal-6483	204	17	image	image	NOUN
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american_scientific_journal-6483	204	19	.	.	PUNCT
american_scientific_journal-6483	204	20	”	"	PUNCT
american_scientific_journal-6483	205	1	proceedings	proceeding	NOUN
american_scientific_journal-6483	205	2	of	of	ADP
american_scientific_journal-6483	205	3	the	the	DET
american_scientific_journal-6483	205	4	ieee	ieee	NOUN
american_scientific_journal-6483	205	5	conference	conference	NOUN
american_scientific_journal-6483	205	6	on	on	ADP
american_scientific_journal-6483	205	7	computer	computer	NOUN
american_scientific_journal-6483	205	8	vision	vision	NOUN
american_scientific_journal-6483	205	9	and	and	CCONJ
american_scientific_journal-6483	205	10	pattern	pattern	NOUN
american_scientific_journal-6483	205	11	recognition	recognition	NOUN
american_scientific_journal-6483	205	12	.	.	PUNCT
american_scientific_journal-6483	206	1	2016	2016	NUM
american_scientific_journal-6483	206	2	,	,	PUNCT
american_scientific_journal-6483	206	3	pp.770	pp.770	NOUN
american_scientific_journal-6483	206	4	-	-	PUNCT
american_scientific_journal-6483	206	5	778	778	NUM
american_scientific_journal-6483	206	6	.	.	PUNCT
american_scientific_journal-6483	207	1	[	[	X
american_scientific_journal-6483	207	2	21	21	NUM
american_scientific_journal-6483	207	3	]	]	PUNCT
american_scientific_journal-6483	207	4	.	.	PUNCT
american_scientific_journal-6483	208	1	hu	hu	PROPN
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american_scientific_journal-6483	209	2	,	,	PUNCT
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american_scientific_journal-6483	209	5	and	and	CCONJ
american_scientific_journal-6483	209	6	sun	sun	PROPN
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american_scientific_journal-6483	209	8	“	"	PUNCT
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american_scientific_journal-6483	209	10	-	-	PUNCT
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american_scientific_journal-6483	209	12	-	-	PUNCT
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american_scientific_journal-6483	209	14	networks	network	NOUN
american_scientific_journal-6483	209	15	.	.	PUNCT
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american_scientific_journal-6483	209	17	2018	2018	NUM
american_scientific_journal-6483	209	18	ieee	ieee	NOUN
american_scientific_journal-6483	209	19	/	/	SYM
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american_scientific_journal-6483	209	21	conference	conference	NOUN
american_scientific_journal-6483	209	22	on	on	ADP
american_scientific_journal-6483	209	23	computer	computer	NOUN
american_scientific_journal-6483	209	24	vision	vision	NOUN
american_scientific_journal-6483	209	25	and	and	CCONJ
american_scientific_journal-6483	209	26	pattern	pattern	NOUN
american_scientific_journal-6483	209	27	recognition	recognition	NOUN
american_scientific_journal-6483	209	28	(	(	PUNCT
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american_scientific_journal-6483	209	30	)	)	PUNCT
american_scientific_journal-6483	209	31	.	.	PUNCT
american_scientific_journal-6483	210	1	ieee	ieee	NOUN
american_scientific_journal-6483	210	2	,	,	PUNCT
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american_scientific_journal-6483	210	4	.	.	PUNCT
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american_scientific_journal-6483	211	2	22	22	NUM
american_scientific_journal-6483	211	3	]	]	PUNCT
american_scientific_journal-6483	211	4	.	.	PUNCT
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american_scientific_journal-6483	212	2	j	j	PROPN
american_scientific_journal-6483	212	3	,	,	PUNCT
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american_scientific_journal-6483	212	6	and	and	CCONJ
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american_scientific_journal-6483	212	9	“	"	PUNCT
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american_scientific_journal-6483	212	16	.	.	PUNCT
american_scientific_journal-6483	212	17	”	"	PUNCT
american_scientific_journal-6483	213	1	proceedings	proceeding	NOUN
american_scientific_journal-6483	213	2	of	of	ADP
american_scientific_journal-6483	213	3	the	the	DET
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american_scientific_journal-6483	213	5	conference	conference	NOUN
american_scientific_journal-6483	213	6	on	on	ADP
american_scientific_journal-6483	213	7	computer	computer	NOUN
american_scientific_journal-6483	213	8	vision	vision	NOUN
american_scientific_journal-6483	213	9	and	and	CCONJ
american_scientific_journal-6483	213	10	pattern	pattern	NOUN
american_scientific_journal-6483	213	11	recognition	recognition	NOUN
american_scientific_journal-6483	213	12	,	,	PUNCT
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american_scientific_journal-6483	213	14	,	,	PUNCT
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american_scientific_journal-6483	213	16	,	,	PUNCT
american_scientific_journal-6483	213	17	2015	2015	NUM
american_scientific_journal-6483	213	18	,	,	PUNCT
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american_scientific_journal-6483	213	20	-	-	PUNCT
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american_scientific_journal-6483	213	22	.	.	PUNCT
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american_scientific_journal-6483	214	4	.	.	PUNCT
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american_scientific_journal-6483	215	3	,	,	PUNCT
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american_scientific_journal-6483	215	16	-	-	PUNCT
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american_scientific_journal-6483	215	18	architecture	architecture	NOUN
american_scientific_journal-6483	215	19	for	for	ADP
american_scientific_journal-6483	215	20	image	image	NOUN
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american_scientific_journal-6483	215	22	.	.	PUNCT
american_scientific_journal-6483	215	23	”	"	PUNCT
american_scientific_journal-6483	216	1	ieee	ieee	NOUN
american_scientific_journal-6483	216	2	transactions	transaction	NOUN
american_scientific_journal-6483	216	3	on	on	ADP
american_scientific_journal-6483	216	4	pattern	pattern	NOUN
american_scientific_journal-6483	216	5	analysis	analysis	NOUN
american_scientific_journal-6483	216	6	and	and	CCONJ
american_scientific_journal-6483	216	7	machine	machine	NOUN
american_scientific_journal-6483	216	8	intelligence	intelligence	NOUN
american_scientific_journal-6483	216	9	,	,	PUNCT
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american_scientific_journal-6483	216	11	,	,	PUNCT
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american_scientific_journal-6483	216	13	-	-	PUNCT
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american_scientific_journal-6483	216	15	,	,	PUNCT
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american_scientific_journal-6483	216	17	.	.	PUNCT
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american_scientific_journal-6483	217	2	24	24	NUM
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american_scientific_journal-6483	217	4	.	.	PUNCT
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american_scientific_journal-6483	218	3	c	c	X
american_scientific_journal-6483	218	4	,	,	PUNCT
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american_scientific_journal-6483	218	13	,	,	PUNCT
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american_scientific_journal-6483	218	15	a	a	DET
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american_scientific_journal-6483	218	18	image	image	NOUN
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american_scientific_journal-6483	218	20	with	with	ADP
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american_scientific_journal-6483	218	22	convolutional	convolutional	ADJ
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american_scientific_journal-6483	219	4	,	,	PUNCT
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american_scientific_journal-6483	220	4	.	.	PUNCT
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american_scientific_journal-6483	222	1	“	"	PUNCT
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american_scientific_journal-6483	222	4	segmentation	segmentation	NOUN
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american_scientific_journal-6483	223	7	image	image	NOUN
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